{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"64eb568b392c","filters":{"venue":"Research in the sociology of health care"}},"results":[{"id":"W3186902696","doi":"10.1108/s0275-4959(2012)0000030016","title":"Research in the Sociology of Health Care","year":2012,"lang":"en","type":"other","venue":"Research in the sociology of health care","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Immigration; Health care; Sociology; Publishing; Socioeconomic status; Health equity; Gender studies; Gerontology; Medicine; Political science; Anthropology; Demography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2794145703593492,"gpt":0.5570644725349312,"spread":0.2776499021755819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00961258,0.0007147238,0.000934021,0.003568562,0.00640519,0.01075035,0.001102139,0.004429764,0.01464134],"category_scores_gemma":[0.01417225,0.0004848875,0.000513587,0.007223429,0.05166934,0.01227993,0.005393605,0.005700878,0.001935706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01386134,"about_ca_system_score_gemma":0.0146277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01327513,"about_ca_topic_score_gemma":0.01017124,"domain_scores_codex":[0.9865885,0.009586073,0.0004036141,0.001148064,0.001554861,0.000718902],"domain_scores_gemma":[0.9819304,0.01369527,0.0009964403,0.001402972,0.001126069,0.0008487778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004836439,0.00001336279,0.0005620363,0.0002821226,0.00001023878,0.0000343857,0.01574241,0.0000751704,0.000028256,0.9104699,0.06011571,0.01266155],"study_design_scores_gemma":[0.00001640158,0.00002345735,0.001267679,0.002280355,0.00001040842,0.0001347469,0.02273723,0.0001509339,0.00005283836,0.3635817,0.6097269,0.00001728815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006732276,0.2175921,0.00678379,0.3576325,0.008276731,0.00008585252,0.000376973,0.000101341,0.4024184],"genre_scores_gemma":[0.6556098,0.181624,0.006028262,0.07987563,0.01141818,0.0004001683,0.0003663047,0.0001932294,0.06448444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01464134,"threshold_uncertainty_score":0.1005716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301514402","doi":"10.1108/s0275-4959(2012)0000030017","title":"Research in the Sociology of Health Care","year":2012,"lang":"en","type":"other","venue":"Research in the sociology of health care","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Immigration; Health care; Publishing; Sociology; Socioeconomic status; Health equity; Gender studies; Gerontology; Medicine; Political science; Anthropology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2794145703593492,"gpt":0.5570644725349312,"spread":0.2776499021755819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009640866,0.0007165932,0.0009353453,0.003583798,0.006458042,0.01074908,0.00110754,0.004433288,0.01458798],"category_scores_gemma":[0.01420905,0.0004864369,0.0005152703,0.007246708,0.05190659,0.01232314,0.005418536,0.005719783,0.001932643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01396694,"about_ca_system_score_gemma":0.01468476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134479,"about_ca_topic_score_gemma":0.01032479,"domain_scores_codex":[0.9864749,0.009677135,0.0004063471,0.00115293,0.001563692,0.0007250424],"domain_scores_gemma":[0.9818724,0.01373515,0.001002096,0.00140384,0.001133363,0.0008532094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004876131,0.00001340839,0.0005633773,0.0002836164,0.00001028946,0.00003453939,0.01597667,0.00007524151,0.00002821912,0.9100388,0.06028628,0.01268467],"study_design_scores_gemma":[0.00001638623,0.00002348422,0.0012631,0.002287042,0.00001042292,0.0001350663,0.02294867,0.0001502181,0.0000528089,0.3630512,0.6100441,0.00001733989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006751478,0.2184158,0.006781219,0.3582505,0.008282175,0.00008593242,0.0003767673,0.000101281,0.4009549],"genre_scores_gemma":[0.6558176,0.1817642,0.00603401,0.07983552,0.0113909,0.0003994329,0.000365891,0.000193805,0.06419852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01458798,"threshold_uncertainty_score":0.1013377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488385564","doi":"10.1016/s0275-4959(05)23005-3","title":"Social Determinants of Health Care Access Among Sex Industry Workers in Canada","year":2005,"lang":"en","type":"book-chapter","venue":"Research in the sociology of health care","topic":"Sex work and related issues","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Feeling; Metropolitan area; Stigma (botany); Sample (material); Health professionals; Nursing; Psychology; Medicine; Family medicine; Social psychology; Psychiatry; Political science","authors":[{"name":"Rachel Phillips","is_ca":false},{"name":"Cecilia Benoit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1551625212469817,"gpt":0.4969495051659352,"spread":0.3417869839189535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004505198,0.0001156925,0.0002092928,0.001236498,0.004610498,0.00182848,0.0006536928,0.0002978074,0.002740349],"category_scores_gemma":[0.001892516,0.0002067506,0.0001584397,0.00292899,0.001390365,0.0003889952,0.001280184,0.0006313406,0.0001141437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02615909,"about_ca_system_score_gemma":0.02985533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944788,"about_ca_topic_score_gemma":0.9980729,"domain_scores_codex":[0.9994161,0.00006767276,0.00002138396,0.00003385825,0.0002127523,0.0002482724],"domain_scores_gemma":[0.9987062,0.0002747564,0.0002054993,0.0000220635,0.0003862666,0.000405242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006829229,0.0001117985,0.9088615,0.0001067709,0.00002521945,0.0007355236,0.05655104,0.0002581014,0.0003719374,0.001905442,0.002974189,0.02803021],"study_design_scores_gemma":[0.000005753976,0.00002367941,0.922672,0.0001245376,0.000006653248,0.0001002429,0.07155754,0.000211455,0.00006604775,0.0001643134,0.005051814,0.00001602901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927366,0.0006750459,0.00002831744,0.0005931663,0.000005875946,0.00002004391,0.0004560416,0.000002601913,0.005482257],"genre_scores_gemma":[0.9964563,0.0009424711,0.00006393352,0.0001139445,0.000003084933,0.0000138415,0.0001854468,0.000002604382,0.002218397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02615909,"threshold_uncertainty_score":0.1897984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479984692","doi":"10.1016/s0275-4959(05)23008-9","title":"‘Nothing happens in medical school that prepares you for working with anyone who's different:’ informal learning and socio-clinical knowledge amongst family physicians","year":2005,"lang":"en","type":"book-chapter","venue":"Research in the sociology of health 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":"Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Reflexivity; Nova scotia; Ethnography; Context (archaeology); Informal learning; Nothing; Psychology; Health care; Qualitative research; Medical education; Public relations; Pedagogy; Sociology; Medicine; Political science; Social science; Epistemology","authors":[{"name":"Eric Mykhalovskiy","is_ca":false},{"name":"Karen Farrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4034934119127718,"gpt":0.5351078133911067,"spread":0.1316144014783349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197413,0.0001453066,0.0000981722,0.0005080233,0.004114602,0.003036669,0.0006395003,0.0007563994,0.002380303],"category_scores_gemma":[0.002438663,0.000139453,0.00008126513,0.0005678794,0.01230181,0.002017147,0.001666962,0.00108737,0.0003276264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006636987,"about_ca_system_score_gemma":0.006756407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08129967,"about_ca_topic_score_gemma":0.1907252,"domain_scores_codex":[0.9992839,0.0004161376,0.00001300282,0.0000446214,0.0001194055,0.0001230956],"domain_scores_gemma":[0.9983097,0.001144773,0.0001291217,0.00008051011,0.00008867682,0.0002472198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001393811,0.00003047575,0.003259655,0.0001047683,0.000002221002,0.0009085191,0.9000704,0.00008972522,0.0004154001,0.03108028,0.01172751,0.05229711],"study_design_scores_gemma":[0.000009908466,0.00006182506,0.02057633,0.000710553,0.00000589002,0.001832547,0.5064697,0.0001640743,0.000421295,0.009418736,0.4603036,0.00002543784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5877171,0.0205745,0.005128427,0.03262334,0.0004468091,0.00008794475,0.00005203706,0.00007128283,0.3532985],"genre_scores_gemma":[0.9489627,0.003583776,0.0009714433,0.001540129,0.0000772573,0.00002459055,0.0000254744,0.00001919783,0.04479537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08129967,"threshold_uncertainty_score":0.1616529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2495701824","doi":"10.1016/s0275-4959(04)22011-7","title":"WHO CRASHES ONTO DIALYSIS? HEALTH DETERMINANTS OF PATIENTS WHO ARE LATE REFERRED TO CHRONIC RENAL CARE IN CANADA","year":2005,"lang":"en","type":"book-chapter","venue":"Research in the sociology of health care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Nephrology; Kidney disease; Dialysis; Renal replacement therapy; Socioeconomic status; Marital status; Intensive care medicine; Ethnic group; Health care; Internal medicine; Peritoneal dialysis; End stage renal disease; Disease; Family medicine; Emergency medicine; Population; Environmental health","authors":[{"name":"Nancy Blythe","is_ca":false},{"name":"Cecilia Benoit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05975473898809171,"gpt":0.3886838688441523,"spread":0.3289291298560606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008197317,0.0002515602,0.0005228305,0.001048718,0.003695995,0.001800971,0.001690208,0.0008064982,0.002449548],"category_scores_gemma":[0.005274685,0.0003254886,0.0007690038,0.003790422,0.0009795704,0.0005978069,0.001485825,0.002212521,0.0001900073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02057044,"about_ca_system_score_gemma":0.03761092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883661,"about_ca_topic_score_gemma":0.9926906,"domain_scores_codex":[0.9986736,0.0001442708,0.0001066476,0.0001721696,0.0003313401,0.0005720628],"domain_scores_gemma":[0.9935356,0.0004944824,0.001440836,0.0001353593,0.001868036,0.00252577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003344066,0.00003355859,0.9960973,0.00001590603,0.0000227252,0.00008439492,0.0005617304,0.00007313279,0.00003167358,0.0000807717,0.0009322074,0.002033147],"study_design_scores_gemma":[0.000005533268,0.00002231775,0.9956593,0.00006192183,0.00002307457,0.00008617607,0.002885593,0.0003751239,0.00002063663,0.00006558168,0.0007777171,0.00001693719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902049,0.001075549,0.00009826235,0.003208192,0.00003418585,0.00005609563,0.002026581,0.00001158439,0.003284602],"genre_scores_gemma":[0.9983268,0.0003965979,0.00007331045,0.0003081154,0.0000109712,0.000008533209,0.0005260205,0.000003807824,0.0003458924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057044,"threshold_uncertainty_score":0.1492497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2494276785","doi":"10.1016/s0275-4959(07)00011-7","title":"Social suffering and gaps in alternative health care for vulnerable women workers","year":2008,"lang":"en","type":"book-chapter","venue":"Research in the sociology of health care","topic":"Occupational Therapy Practice and Research","field":"Health Professions","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":"Feeling; Health care; Social work; Psychology; Gerontology; Medicine; Nursing; Social psychology; Political science","authors":[{"name":"Leah Shumka","is_ca":false},{"name":"Cecilia Benoit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2934584089696579,"gpt":0.5834327986855177,"spread":0.2899743897158598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252853,0.0001984145,0.0003945318,0.001626178,0.009319847,0.002500122,0.001217141,0.0007139525,0.004068055],"category_scores_gemma":[0.003801264,0.0002965025,0.0003184264,0.002083313,0.004797753,0.001531252,0.004284954,0.001246934,0.000145308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287339,"about_ca_system_score_gemma":0.02384495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7452306,"about_ca_topic_score_gemma":0.8808721,"domain_scores_codex":[0.9982431,0.0002543134,0.0000575937,0.00008885662,0.0005489122,0.0008072223],"domain_scores_gemma":[0.9984931,0.0002791727,0.0003884507,0.00003883946,0.0002508406,0.0005497019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001089697,0.0001776624,0.3549454,0.0005047544,0.00005870577,0.001779467,0.5407611,0.0001113778,0.0005722623,0.009825563,0.00884047,0.08231445],"study_design_scores_gemma":[0.00000816232,0.00005633033,0.3644861,0.0006749308,0.00002721659,0.0008084661,0.6125059,0.00009646807,0.00007879136,0.001984266,0.01924503,0.00002833612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744153,0.003694761,0.00007461842,0.006783898,0.00005488115,0.00002834295,0.0001432224,0.000003720685,0.01480137],"genre_scores_gemma":[0.9949685,0.002860164,0.0001083277,0.0007280874,0.00001961108,0.00002157781,0.0000647789,0.00000326287,0.001225841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7452306,"threshold_uncertainty_score":0.5125396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}