{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"67128222c811","filters":{"venue":"Diversity & Equality in Health and Care"}},"results":[{"id":"W2734472999","doi":"","title":"Achieving cultural safety in Aboriginal health services: implementation of a crosscultural safety model in a hospital setting","year":2009,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mandate; Public relations; Population; Health care; Mental health; Business; Corporate governance; Medicine; Nursing; Knowledge management; Political science; Computer science; Environmental health; Psychiatry","authors":[{"name":"Roger Walker","is_ca":false},{"name":"Len Kelly","is_ca":false},{"name":"Helen Cromarty","is_ca":false},{"name":"Natalie St Pierre Hansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02725447283562445,"gpt":0.4029733901853865,"spread":0.3757189173497621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847646,0.000186619,0.0004900746,0.000130049,0.001075251,0.00004845307,0.0002731534,0.0001182478,0.00001029533],"category_scores_gemma":[0.00004276001,0.0001872659,0.00007446212,0.0006250965,0.0001018694,0.0006842034,0.0001129357,0.0003916717,6.477408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171968,"about_ca_system_score_gemma":0.00108633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.280308,"about_ca_topic_score_gemma":0.2912731,"domain_scores_codex":[0.996489,0.0007665294,0.0009522818,0.0004146686,0.0005574426,0.0008200447],"domain_scores_gemma":[0.9988203,0.00008228599,0.0004085468,0.000132854,0.0002190872,0.0003368931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008629574,0.00003405683,0.4141413,0.0007888551,0.0000014309,0.000001827487,0.5758117,0.0002131798,0.000001586915,0.001476995,0.00001480669,0.007427973],"study_design_scores_gemma":[0.001040434,0.0002023704,0.4371636,0.0004265116,0.000001714632,3.488856e-7,0.5602817,0.0001394368,6.755869e-7,0.0001036382,0.0004866472,0.0001529233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862694,0.001502426,0.000005809361,0.01054512,0.0001201061,0.001024972,0.0002429989,0.00003392521,0.0002552552],"genre_scores_gemma":[0.9961287,0.0014912,0.0003551432,0.001763752,0.00005029564,0.000005210884,0.000195746,0.000003457574,0.000006467648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302236,"threshold_uncertainty_score":0.8270071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558433246","doi":"10.21767/2049-5471.100073","title":"Canadian Indigenous Womens Perspectives of Maternal Health and Health Care Services: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Diversity & Equality in Health and Care","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Open access publishing; Indigenous; Health services; Health care; Data science; Developing country; Population; World Wide Web; Medicine; Computer science; Economic growth; Environmental health; Political science; Biology; Law","authors":[{"name":"Sangita Sharma","is_ca":true},{"name":"Fariba Kolahdooz","is_ca":true},{"name":"Katherine Launier","is_ca":true},{"name":"Forouz Nader","is_ca":true},{"name":"Kyoung June Yi","is_ca":true},{"name":"Philip Baker","is_ca":false},{"name":"Tara McHugh","is_ca":true},{"name":"Helen Vallianatos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04384166859632186,"gpt":0.3742659745363328,"spread":0.3304243059400109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003750299,0.0004060082,0.003211906,0.000460222,0.007725787,0.00005632093,0.000506549,0.000306926,0.00002084831],"category_scores_gemma":[0.00001225671,0.0003171077,0.0001937086,0.0004600575,0.0002140445,0.0001551861,0.00002935502,0.0003820939,0.000009770137],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009257955,"about_ca_system_score_gemma":0.1165988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782377,"about_ca_topic_score_gemma":0.9926316,"domain_scores_codex":[0.9922994,0.003611815,0.001479233,0.0006514237,0.0006187463,0.0013394],"domain_scores_gemma":[0.9951167,0.0001522765,0.00165774,0.0004278075,0.0003970753,0.002248434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000134664,0.00001217044,0.0004239671,0.5023696,0.00001928527,0.000001328012,0.4905196,2.203208e-9,8.973517e-12,0.0009660179,0.000009670232,0.005676986],"study_design_scores_gemma":[0.0001057207,0.0001586663,0.00002913074,0.3233536,0.00004527247,0.000004601006,0.3836848,6.548246e-9,8.834277e-10,0.00001705358,0.2924022,0.0001989098],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007271399,0.9896992,4.232201e-7,0.0008790112,0.0002810967,0.006515766,0.001308742,0.00002928526,0.0005593681],"genre_scores_gemma":[0.0006518658,0.9974648,0.00001669468,0.001237585,0.0001229276,0.00002176179,0.0002805566,0.00001982651,0.00018394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2923926,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252632793","doi":"","title":"Social support and health: immigrants and refugees perspectives","year":2010,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Somali; Social support; Mental health; Refugee; Loneliness; Immigration; Psychology; Social psychology; Political science; Psychiatry","authors":[{"name":"Edward Makwarimba","is_ca":false},{"name":"Miriam J. Stewart","is_ca":false},{"name":"Morton Beiser","is_ca":false},{"name":"Anne Neufeld","is_ca":false},{"name":"Laura Simich","is_ca":false},{"name":"Denise L. Spitzer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05975556842532612,"gpt":0.3996412656412635,"spread":0.3398856972159373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008970461,0.000144135,0.0003280108,0.0001096131,0.001049864,0.00002633542,0.00007704458,0.0001605421,0.00008901518],"category_scores_gemma":[0.00002866455,0.00015347,0.00003008329,0.0001098156,0.0001827751,0.0001013274,0.0001169687,0.0004096764,0.000006349804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006698975,"about_ca_system_score_gemma":0.0002097809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03714424,"about_ca_topic_score_gemma":0.04112247,"domain_scores_codex":[0.9983193,0.0002677935,0.0003196455,0.0004378148,0.000165737,0.0004897169],"domain_scores_gemma":[0.9990511,0.00006082097,0.0001437096,0.0001441863,0.00007305674,0.0005271346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009899824,0.00005287113,0.5141556,0.0004816237,0.000008134444,0.000003085513,0.4590746,7.258638e-9,7.529478e-7,0.007619348,0.002592954,0.01591206],"study_design_scores_gemma":[0.001061891,0.0002782743,0.7846906,0.00001326453,0.000003832438,0.000008895849,0.2037485,7.648821e-7,4.824193e-7,0.0002338346,0.009841193,0.0001185434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844184,0.004689928,0.000003271035,0.009472247,0.0002228364,0.000382657,0.0001616013,0.00003579731,0.0006132834],"genre_scores_gemma":[0.9959958,0.00041658,0.00004719631,0.00323571,0.0001143993,0.000007344493,0.00006187357,0.000006423008,0.0001146481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270535,"threshold_uncertainty_score":0.9763746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172914958","doi":"","title":"The impact of inequality on health in Canada: a multi-dimensional framework","year":2010,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Situational ethics; Inequality; Interdependence; Health care; Social determinants of health; Structural inequality; Sociology; Social inequality; Public relations; Psychology; Social psychology; Political science; Social science; Politics; Law","authors":[{"name":"Ingrid Waldron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0871092152976194,"gpt":0.4454656046003208,"spread":0.3583563893027014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003085914,0.0002105967,0.0007097936,0.0001213984,0.001933603,0.00000523815,0.0002971206,0.0002168428,0.00006472746],"category_scores_gemma":[0.0007768273,0.0001567113,0.00009155678,0.0003275964,0.00009495633,0.00007117212,0.0004464044,0.002161006,0.000005207765],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004780106,"about_ca_system_score_gemma":0.03017846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908765,"about_ca_topic_score_gemma":0.9920533,"domain_scores_codex":[0.995312,0.001731109,0.001127748,0.000359001,0.0004362329,0.001033897],"domain_scores_gemma":[0.9956017,0.002486983,0.0005568567,0.0004934154,0.0001928484,0.0006681844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003086743,0.00006568465,0.9644253,0.0009083652,0.000008617195,0.000003001049,0.01936688,0.00001649241,6.905075e-7,0.001172907,0.006507273,0.007216074],"study_design_scores_gemma":[0.001256985,0.000241779,0.9716589,0.0002388521,0.000001498356,3.968918e-7,0.02342629,0.00004128113,4.474049e-7,0.0004677786,0.002527154,0.0001386276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735268,0.001468758,0.000006196396,0.022428,0.0007343106,0.001019144,0.0006153214,0.00001798112,0.0001834809],"genre_scores_gemma":[0.9744272,0.0004443794,0.0001521925,0.02479853,0.00005820163,0.0000171039,0.00007244311,0.000009033413,0.00002095219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539835,"threshold_uncertainty_score":0.9993657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1748090610","doi":"","title":"The implications of occupational deprivation experienced by elderly female immigrants","year":2008,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Acculturation; Gerontology; Health care; Population; Resource (disambiguation); Medicine; Psychology; Sociology; Economic growth; Political science; Environmental health","authors":[{"name":"Cary A. Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2293143688745578,"gpt":0.4989493766496767,"spread":0.2696350077751189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009671266,0.00006603335,0.0001346735,0.00005345892,0.003431524,0.000004417155,0.0001653092,0.00008286988,0.00003904786],"category_scores_gemma":[0.000318786,0.00005262057,0.0000297343,0.0002242272,0.0001234172,0.0001588113,0.0001481201,0.0002755027,0.000008561189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384162,"about_ca_system_score_gemma":0.000635061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007232191,"about_ca_topic_score_gemma":0.001145059,"domain_scores_codex":[0.9980397,0.0007869659,0.0003910474,0.0001689074,0.0003302878,0.0002830739],"domain_scores_gemma":[0.9980446,0.001082515,0.0002294189,0.0001870976,0.0003185564,0.0001378114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002615357,0.00004093131,0.9301052,0.000137339,0.000005431338,1.979409e-7,0.06147354,0.000001306339,0.00004370886,0.000956569,0.002039603,0.004934657],"study_design_scores_gemma":[0.0006242929,0.000113442,0.889284,0.00003589796,0.000001418349,4.604787e-7,0.1002084,0.00000827389,0.00002200154,0.0001410773,0.009498963,0.00006172463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944466,0.001272078,0.0001859746,0.002988667,0.00007297318,0.0005291066,0.0001611429,0.00001227954,0.0003311462],"genre_scores_gemma":[0.9966916,0.001955368,0.00006385388,0.0009029699,0.00002661715,0.00004281482,0.0001470911,0.000003125615,0.0001665057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04082118,"threshold_uncertainty_score":0.9993787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184744925","doi":"","title":"An integrative review of experiences of maternity services for immigrant women in Canada","year":2012,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CINAHL; Scopus; Inclusion (mineral); MEDLINE; Breastfeeding; Immigration; Health care; Cochrane Library; Grey literature; Nursing; Medicine; Social support; Maternity care; Family medicine; Medical education; Psychology; Pediatrics; Psychological intervention; Political science; Social psychology","authors":[{"name":"Gina Higginbottom","is_ca":false},{"name":"Annalita Shireen Bell","is_ca":false},{"name":"Julia E. Arsenault","is_ca":false},{"name":"Jennifer Pillay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03698415945088538,"gpt":0.359593056441198,"spread":0.3226088969903126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009177667,0.00008444144,0.0003760387,0.00005098421,0.00008067642,0.000001683765,0.000125385,0.00004033792,0.00009817797],"category_scores_gemma":[0.00001995782,0.00007522183,0.00002173689,0.0001260604,0.00003366048,0.0001100362,0.00003244229,0.00007464706,2.897824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848424,"about_ca_system_score_gemma":0.0004585806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651722,"about_ca_topic_score_gemma":0.9246137,"domain_scores_codex":[0.9985198,0.0003743283,0.0004381527,0.0001454989,0.0001383136,0.0003838628],"domain_scores_gemma":[0.9991642,0.00008191977,0.0002257628,0.0001446692,0.00009223296,0.0002912797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008553693,0.00004247283,0.4718258,0.01139525,0.000002810918,1.715021e-7,0.5148015,8.620773e-8,2.118378e-7,0.0001023162,0.00003862554,0.001705209],"study_design_scores_gemma":[0.0003266265,0.0001654239,0.2538961,0.0007232495,0.000002055423,2.823608e-7,0.744513,0.00000176246,0.00001235693,0.00001565345,0.0002902692,0.00005321722],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766635,0.022229,0.000003430988,0.0001048492,0.0001615788,0.0004725274,0.0002982802,0.000003041734,0.00006377246],"genre_scores_gemma":[0.9970188,0.001541674,0.00002185342,0.001277066,0.00001229128,0.00005390982,0.00006797623,0.000002072096,0.000004356883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2297115,"threshold_uncertainty_score":0.3067457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2729376828","doi":"","title":"Using community-based participatory research (CBPR) with ethno-cultural groups as a tool to develop culturally and linguistically appropriate asthma educational material","year":2011,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Focus group; Participatory action research; Psychological intervention; Community-based participatory research; Thematic analysis; Citizen journalism; Medical education; Psychology; Qualitative research; Medicine; Sociology; Computer science; Nursing; World Wide Web; Social science","authors":[{"name":"Iraj Poureslami","is_ca":false},{"name":"Laura Nimmon","is_ca":false},{"name":"Mary M. Doyle‐Waters","is_ca":false},{"name":"J. Mark FitzGerald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4085347237332099,"gpt":0.4689051669406224,"spread":0.06037044320741253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003468212,0.0001683366,0.0002851584,0.0001041526,0.004223243,0.0001269556,0.0003245269,0.0001473105,0.00006432654],"category_scores_gemma":[0.00162289,0.0001458286,0.00002336335,0.0005985407,0.0005933851,0.0002017365,0.0004369653,0.0006158407,0.000007994907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756469,"about_ca_system_score_gemma":0.002192221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2124657,"about_ca_topic_score_gemma":0.05618502,"domain_scores_codex":[0.9948366,0.002941804,0.0003784749,0.0003465305,0.0007381728,0.0007583957],"domain_scores_gemma":[0.9969125,0.000310435,0.0001097376,0.0001962107,0.001748618,0.0007225078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006052255,0.00008789794,0.1677994,0.0009942512,0.000008915071,0.000007998555,0.8164797,0.000004604308,0.00002121183,0.01276687,0.00008801096,0.00113596],"study_design_scores_gemma":[0.00103618,0.0009864689,0.2416295,0.0006026816,0.00001481443,0.000005429853,0.7485201,0.00001531769,0.00004356808,0.00209717,0.004458376,0.0005904014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956673,0.0001343764,0.000008478059,0.002104675,0.0002286791,0.000809709,0.00008167385,0.000040026,0.0009250327],"genre_scores_gemma":[0.9939229,0.00002191728,0.003982845,0.001776369,0.0001557745,0.00002804372,0.00008638515,0.00000707666,0.00001867835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562806,"threshold_uncertainty_score":0.9970731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185970121","doi":"","title":"The social determinants of cardiovascular disease: time for a focus on racism","year":2013,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Racism; Race (biology); Institutional racism; Sociology; Social determinants of health; Gender studies; Criminology; Public health; Medicine; Pathology","authors":[{"name":"Elizabeth McGibbon","is_ca":false},{"name":"Ingrid Waldron","is_ca":false},{"name":"Jennifer Jackson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08198072376092111,"gpt":0.3961622151968787,"spread":0.3141814914359576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001646035,0.00005421808,0.0001892245,0.00003201498,0.002452455,0.00004738716,0.0002084034,0.0000570585,0.00001552875],"category_scores_gemma":[0.0003348802,0.00004551519,0.0001470137,0.0001141676,0.000267841,0.000103918,0.0001506342,0.00008790993,0.00001413633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210099,"about_ca_system_score_gemma":0.0002832348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07726665,"about_ca_topic_score_gemma":0.004215929,"domain_scores_codex":[0.9983323,0.0004909052,0.0001577281,0.0001517763,0.0005154968,0.0003518129],"domain_scores_gemma":[0.9992318,0.0002169624,0.00005610173,0.0001178986,0.0001651103,0.0002121299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003201063,0.00009080459,0.1069184,0.0009310551,0.0000747797,0.000003707797,0.232844,0.000005444421,9.318526e-7,0.004309151,0.003632037,0.6508696],"study_design_scores_gemma":[0.002870605,0.0005734481,0.4956659,0.0002423392,0.00008805811,1.970843e-7,0.3516762,0.000194216,0.00002036794,0.02406291,0.1240168,0.0005890151],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913316,0.002691099,0.000006384086,0.004000613,0.0001007759,0.0009157131,0.00008880635,0.00001169135,0.0008532542],"genre_scores_gemma":[0.9988052,0.0006486358,0.000003342642,0.00009192536,0.00008818439,0.00002123024,0.000004751396,0.000002207492,0.000334557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6502806,"threshold_uncertainty_score":0.9988462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182495851","doi":"10.21767/2049-5471.100025","title":"Why do Chinese people with COPD continue smoking: the attitudes and beliefs of Chinese residents of Vancouver, Canada","year":2015,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Open access publishing; COPD; Chinese people; Medicine; Gerontology; Media studies; China; Political science; World Wide Web; Computer science; Sociology; Psychiatry; Law","authors":[{"name":"Iraj Poureslami","is_ca":true},{"name":"Jessica Shum","is_ca":true},{"name":"J Mark FitzGerald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02665965128731521,"gpt":0.30769808464359,"spread":0.2810384333562748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003860567,0.00009373452,0.0003083538,0.00004118176,0.0001243293,0.000006294854,0.00006922657,0.00004504837,0.00000479982],"category_scores_gemma":[0.0001133954,0.00006152209,0.00001753212,0.0001945186,0.00007849729,0.00005646305,0.0001132511,0.0001242907,1.282212e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138706,"about_ca_system_score_gemma":0.0004891538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8405501,"about_ca_topic_score_gemma":0.8600103,"domain_scores_codex":[0.9989644,0.00009897156,0.000208319,0.0001452963,0.0004462596,0.0001367593],"domain_scores_gemma":[0.9992035,0.00007037125,0.0001568554,0.0001690001,0.0002238385,0.0001764177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002209992,0.00003711335,0.9679089,0.0009172691,0.00001281038,0.000004078658,0.02933585,0.000003773134,0.000001360936,0.000008627416,0.001328447,0.0002208282],"study_design_scores_gemma":[0.001794667,0.000217791,0.979176,0.0001811792,0.00001931796,0.000002947448,0.01842856,0.000001501358,0.000007619915,0.00001907938,0.00009526345,0.00005603857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978519,0.001124109,0.000003114972,0.0004563587,0.0001485283,0.0002524909,0.00007484867,0.000005587032,0.00008307117],"genre_scores_gemma":[0.9992675,0.0000794108,0.000007798551,0.0005687926,0.0000178295,0.000002024709,0.000035205,0.000003702225,0.00001773147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946018,"threshold_uncertainty_score":0.2508798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620176240","doi":"10.21767/2049-5471.100093","title":"Father is the Sky. Mother is the Earth: The Influence of Filial Piety in the Caregiving Experiences of Mandarinspeaking Chinese Caregiver-Employees in Southern Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Family Support in Illness","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Western University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Immigration; Psychology; Narrative; China; Qualitative research; Gender studies; Sociology; Political science","authors":[{"name":"Bharati Sethi","is_ca":true},{"name":"Allison Williams","is_ca":true},{"name":"Hanzhuang Zhu","is_ca":true},{"name":"Emile Shen","is_ca":true},{"name":"Rachelle Ireson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03031463726826375,"gpt":0.3017791750382336,"spread":0.2714645377699699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001915726,0.0001375591,0.0002686032,0.00002971815,0.002105667,0.00008162762,0.001447697,0.00007612519,0.00005666235],"category_scores_gemma":[0.0002564527,0.0000718923,0.00006715355,0.0001928478,0.001040726,0.0001771147,0.0004368548,0.0003287119,3.387781e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534589,"about_ca_system_score_gemma":0.001263783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986176,"about_ca_topic_score_gemma":0.9991984,"domain_scores_codex":[0.997586,0.0007090708,0.0003287828,0.0002408615,0.0007636033,0.000371643],"domain_scores_gemma":[0.9984285,0.0004652069,0.0003530619,0.0005846632,0.0001090222,0.00005955765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001163778,0.00000704691,0.4880274,0.00003324181,0.000003026543,0.000001348431,0.5114897,0.00001722131,2.09443e-7,0.00005857149,0.00003554545,0.0003149913],"study_design_scores_gemma":[0.0001264463,0.0000136245,0.4208437,0.00005701224,0.000002004232,1.036626e-7,0.5777727,0.000002331155,0.000001746283,0.0000575146,0.001070525,0.00005237034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946609,0.0003683449,4.695526e-7,0.003242315,0.0001602804,0.0004867639,0.0001055612,0.000003734355,0.0009716074],"genre_scores_gemma":[0.998402,0.00005253752,0.000002303857,0.001419044,0.00002839243,0.00001352535,0.000001513679,0.000004012534,0.00007668592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06718373,"threshold_uncertainty_score":0.9991934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2725171448","doi":"","title":"Cultural minority older women’s attitudes towards medication and implications for adherence to a medicine regimen","year":2005,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vietnamese; Medical prescription; Ambivalence; Portuguese; Medicine; Family medicine; Alternative medicine; Qualitative research; Perception; Traditional medicine; Psychology; Social psychology; Nursing; Sociology","authors":[{"name":"Philippe Voyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3008167186232654,"gpt":0.4885631932138039,"spread":0.1877464745905385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008485447,0.0001602575,0.0003741886,0.0001259133,0.001871003,0.000008545619,0.0003088868,0.0001675585,0.00005085783],"category_scores_gemma":[0.0006999209,0.0001511152,0.00002449467,0.0002215871,0.0001436195,0.0002100888,0.0005748295,0.000370944,0.000009033644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228526,"about_ca_system_score_gemma":0.0005341977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01681633,"about_ca_topic_score_gemma":0.007174874,"domain_scores_codex":[0.9973912,0.0006583766,0.0006939495,0.0004333738,0.00023854,0.0005845215],"domain_scores_gemma":[0.9973912,0.0004896804,0.0003106126,0.0005056795,0.0005275648,0.0007752637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008520321,0.00003665653,0.5852709,0.002533402,0.000007191421,5.287907e-8,0.3724554,7.972668e-7,0.000003802192,0.001921404,0.005150974,0.03253425],"study_design_scores_gemma":[0.00174207,0.000431734,0.729876,0.000477982,0.000008687744,6.170391e-7,0.2363812,0.00002124812,0.000001025873,0.000373496,0.03050773,0.0001782397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663543,0.008661294,0.0001375853,0.120134,0.0002216132,0.003442879,0.0003727197,0.00009784121,0.0005777713],"genre_scores_gemma":[0.9850973,0.0009977281,0.001259387,0.01132408,0.0001471675,0.0008037747,0.0002273645,0.000006796733,0.0001364146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446051,"threshold_uncertainty_score":0.9994285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263317584","doi":"","title":"Health status of Chinese women in Northern Ireland: SF-36 health survey","year":2005,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychosocial; Chinese people; Medicine; Ethnic group; Quarter (Canadian coin); Population; Gerontology; Demography; Psychology; Environmental health; China; Geography; Psychiatry","authors":[{"name":"Guo Fenglin","is_ca":false},{"name":"Marion E. Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05096387778719015,"gpt":0.3666227084910285,"spread":0.3156588307038384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003601913,0.0002256467,0.0008403885,0.00028106,0.0003802296,0.0000108818,0.0001837223,0.0001430744,0.0001032576],"category_scores_gemma":[0.0001217269,0.0002304924,0.00005253866,0.0005328986,0.00007534321,0.000115598,0.0001227461,0.0004156096,0.00002130408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145992,"about_ca_system_score_gemma":0.001561664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5101926,"about_ca_topic_score_gemma":0.8335019,"domain_scores_codex":[0.9944156,0.002052522,0.001076066,0.0005105285,0.0003420562,0.001603264],"domain_scores_gemma":[0.9973486,0.0002433229,0.0004994621,0.0003803373,0.0001141979,0.001414068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000397821,0.0001841003,0.6495029,0.0007570556,0.00000700925,0.00000104981,0.3253329,0.00001317059,1.675729e-8,0.00007125925,0.0004074131,0.0233253],"study_design_scores_gemma":[0.002375544,0.0006422538,0.946317,0.00006018816,6.466745e-7,0.000001260147,0.04833612,0.000008352853,5.193705e-8,0.0000728904,0.002039625,0.0001460303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842172,0.01077168,0.00001218771,0.002709832,0.0002313398,0.000741846,0.001054046,0.00003349816,0.0002284354],"genre_scores_gemma":[0.9922813,0.001934568,0.00003832046,0.004980862,0.00005729514,0.00001475747,0.0006106058,0.00001221111,0.00007007493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233092,"threshold_uncertainty_score":0.9399208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625439602","doi":"10.21767/2049-5471.1000102","title":"Delivering Care to Women who are Homeless: A Narrative Inquiry into the Experience of Health Care Providers in an Obstetrical Unit","year":2017,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Royal Alexandra Hospital Foundation","keywords":"Health care; Narrative; Nursing; Narrative inquiry; Conversation; Qualitative research; Medicine; Psychology; Sociology; Political science","authors":[{"name":"Solina Richter","is_ca":false},{"name":"Vera Caine","is_ca":false},{"name":"Hiroko Kubota","is_ca":false},{"name":"Jean Chaw Kant","is_ca":false},{"name":"Margaret Danko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1569832357787629,"gpt":0.4658379574481695,"spread":0.3088547216694066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007610959,0.0002170032,0.001068444,0.0001793635,0.004850643,0.00005155784,0.0006566414,0.0002064962,0.00001295716],"category_scores_gemma":[0.0005085868,0.0001919911,0.00004819802,0.0003304877,0.0002838851,0.0004173434,0.00108204,0.0006189606,0.000002020832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755038,"about_ca_system_score_gemma":0.001129812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2280285,"about_ca_topic_score_gemma":0.3109373,"domain_scores_codex":[0.99559,0.001948475,0.0007123516,0.000487414,0.0004311676,0.000830582],"domain_scores_gemma":[0.9974727,0.000266397,0.0006038774,0.0005909104,0.0005078276,0.000558297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006918278,0.00001600198,0.4581205,0.001991331,0.000002426139,0.000002954481,0.5303211,0.000006110977,1.963398e-7,0.000064558,0.000002209666,0.009403476],"study_design_scores_gemma":[0.0005714491,0.0002213073,0.3515756,0.000714937,0.00000120464,1.266412e-8,0.6465679,0.000002400938,0.000001298258,0.00001512586,0.0002101745,0.0001186335],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905878,0.006603259,0.000006514632,0.0008877356,0.0003107213,0.001428477,0.00007200656,0.00002676229,0.00007674853],"genre_scores_gemma":[0.9983658,0.0004700648,0.00002738878,0.0008863162,0.00006822535,0.0001312854,0.0000324404,0.000012317,0.000006201244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162468,"threshold_uncertainty_score":0.9964449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749652511","doi":"10.21767/2049-5471.1000112","title":"Efficiency of Platelet-rich Plasma (PRP) Compared to Ozone Infiltrations on Patellofemoral Pain Syndrome and Chondromalacia: A Non- Randomized Parallel Controlled Trial","year":2017,"lang":"en","type":"article","venue":"Diversity & Equality in Health and Care","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Chondromalacia; Ozone therapy; Randomized controlled trial; Patellofemoral pain syndrome; Platelet-rich plasma; Osteoarthritis; Visual analogue scale; Single blind; Physical therapy; Surgery; Anesthesia; Arthroscopy; Internal medicine; Platelet; Pathology","authors":[{"name":"Marcos Edgar Fernández‐Cuadros","is_ca":false},{"name":"María Jesús Albaladejo Florin","is_ca":false},{"name":"Ruben Algarra Lopez","is_ca":false},{"name":"Olga Susana Pérez Moro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07300041926814105,"gpt":0.3571167434267613,"spread":0.2841163241586202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00322592,0.00016439,0.001551996,0.0001252942,0.0005763542,0.00002680956,0.0001680343,0.0001629415,0.00004628953],"category_scores_gemma":[0.003240932,0.0001111851,0.0001263129,0.0001068677,0.0004373869,0.00004288644,0.0002537686,0.0003337024,0.000005173615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000639614,"about_ca_system_score_gemma":0.0002055433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261746,"about_ca_topic_score_gemma":0.0001622805,"domain_scores_codex":[0.9973068,0.0008439954,0.0006198378,0.0003380996,0.0004941401,0.000397176],"domain_scores_gemma":[0.997632,0.001031295,0.0002375537,0.0002642682,0.0001244494,0.0007104093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9244303,0.0007726355,0.06223392,0.001199035,0.00009011391,0.0001008097,0.007764783,0.000009734155,0.00003090016,0.0001643558,0.0002193945,0.002984016],"study_design_scores_gemma":[0.9442223,0.006385519,0.04414523,0.0003777215,0.00003918833,0.0000102448,0.003746142,0.0007474676,0.00001874869,0.00004356504,0.00008487349,0.0001790399],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919338,0.00022921,0.00008105264,0.003205755,0.0001163909,0.004011969,0.00005490747,0.0000140861,0.000352812],"genre_scores_gemma":[0.998674,0.0002468733,0.00009673546,0.0007242706,0.00003434812,0.00005703328,0.00005808182,0.00000323745,0.0001054273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979196,"threshold_uncertainty_score":0.4533997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}