{"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":"39d1f26ded16","filters":{"venue":"Bariatric Nursing and Surgical Patient Care"}},"results":[{"id":"W1968261179","doi":"10.1089/bar.2006.9975","title":"Why Do Nurses Have a High Incidence of Low Back Disorders, and What Can Be Done to Reduce Their Risk?","year":2007,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Orthopedic surgery; Physical therapy; Nursing; Incidence (geometry); Surgery","authors":[{"name":"Edgar Ramos Vieira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00612475736378513,"gpt":0.2606664812950903,"spread":0.2545417239313051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003285123,0.0003428761,0.00103704,0.001082961,0.0007991677,0.001919182,0.001325732,0.004322003,0.003246653],"category_scores_gemma":[0.02734915,0.0004174823,0.0005559474,0.001731241,0.001442038,0.002204616,0.0005120019,0.001130645,0.0009213208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008781228,"about_ca_system_score_gemma":0.001885089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043195,"about_ca_topic_score_gemma":0.01695527,"domain_scores_codex":[0.9979203,0.0005637628,0.0003380096,0.000271999,0.0007462357,0.0001597523],"domain_scores_gemma":[0.9767094,0.01190219,0.005948299,0.0003524948,0.004079808,0.001007782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002588871,0.000362375,0.693,0.01122162,0.0005370377,0.0008345839,0.001202616,0.0001149725,0.0002837183,0.0005848277,0.009640515,0.2819589],"study_design_scores_gemma":[0.000082444,0.0006826181,0.9633214,0.01042326,0.0004795445,0.002100606,0.008580157,0.0001682283,0.0001028002,0.00157686,0.01243008,0.00005194588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2818833,0.5393716,0.0009401469,0.1672827,0.00173649,0.00006031124,0.0005551171,0.00007242762,0.008098083],"genre_scores_gemma":[0.7175432,0.262148,0.001851683,0.01328591,0.003351665,0.00009359766,0.0004151152,0.00001723618,0.001293598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01043195,"threshold_uncertainty_score":0.02074248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011481086","doi":"10.1089/bar.2008.9974","title":"Safe Patient Handling of the Bariatric Patient: Sharing of Experiences and Practical Tips When Using Bariatric Algorithms","year":2008,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Winnipeg Regional Health Authority","funders":"","keywords":"Toileting; Medicine; Staffing; Health care; Medical emergency; Patient safety; Patient care; Nursing; Operations management; Physical therapy; Activities of daily living","authors":[{"name":"Marylou Muir","is_ca":true},{"name":"G Heese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05363451155121839,"gpt":0.354566577232601,"spread":0.3009320656813826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008711711,0.0007150072,0.0005399346,0.0009234625,0.006173446,0.005856165,0.001923308,0.00277,0.003889483],"category_scores_gemma":[0.02739433,0.0005340289,0.000803384,0.0006131156,0.003741444,0.008520208,0.008189932,0.004560707,0.001218567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130628,"about_ca_system_score_gemma":0.003004533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627657,"about_ca_topic_score_gemma":0.003998865,"domain_scores_codex":[0.9871818,0.008999147,0.0005599532,0.0003912824,0.001597717,0.001270045],"domain_scores_gemma":[0.9823092,0.006743843,0.002362684,0.0006474546,0.001857425,0.006079292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001761123,0.001127177,0.03255006,0.001619084,0.0001397363,0.01469473,0.5303943,0.0004537829,0.001867302,0.002131463,0.1057373,0.3091089],"study_design_scores_gemma":[0.00004169483,0.001141003,0.01367152,0.002104856,0.00007713552,0.02233088,0.7611614,0.0006389282,0.0008101488,0.00370797,0.1939833,0.0003312362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7294189,0.01851312,0.02508384,0.1458916,0.005548819,0.0009067624,0.0002673309,0.001315504,0.07305407],"genre_scores_gemma":[0.9178368,0.01622725,0.02829049,0.02092259,0.001061688,0.000441239,0.0001865151,0.0002639358,0.01476944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008711711,"threshold_uncertainty_score":0.04607248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996418557","doi":"10.1089/bar.2011.9964","title":"Safe Patient Handling and the Lift Team Concept","year":2011,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Manitoba; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Health care; Library science; Gerontology; Management; Nursing; Political science; Law","authors":[{"name":"Kristin L. Seidl","is_ca":false},{"name":"JoAnn Bunke","is_ca":true},{"name":"Shannon Gallagher","is_ca":false},{"name":"Laurie D. McGinley","is_ca":false},{"name":"Marylou Muir","is_ca":true},{"name":"Eric Race","is_ca":false},{"name":"Manon Short","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02800782204324921,"gpt":0.2279165840557196,"spread":0.1999087620124704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007127112,0.0006303726,0.0005358084,0.001345138,0.002058276,0.006239647,0.001594898,0.007152626,0.01096848],"category_scores_gemma":[0.01871142,0.0006045129,0.0009291635,0.0007022945,0.01422764,0.007847917,0.004592351,0.007877408,0.0005421436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004393262,"about_ca_system_score_gemma":0.006136725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408301,"about_ca_topic_score_gemma":0.001495504,"domain_scores_codex":[0.9917829,0.004836095,0.0001706416,0.0004872042,0.001909921,0.0008133447],"domain_scores_gemma":[0.9836448,0.009968977,0.002091193,0.0009402366,0.001016092,0.002338635],"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":[0.00007140337,0.00009808924,0.0009483998,0.00003806956,0.00001705273,0.0001311903,0.0002265292,0.004756425,0.00006881965,0.9793559,0.004034385,0.01025381],"study_design_scores_gemma":[0.000048667,0.0001179435,0.0009970267,0.0001275169,0.000009880157,0.0002378898,0.0005888882,0.009235449,0.00007129497,0.977814,0.0107239,0.00002748608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09057794,0.005694701,0.3186744,0.3225076,0.003425666,0.0003604355,0.0002473738,0.0001367634,0.2583751],"genre_scores_gemma":[0.954844,0.001940003,0.0184094,0.007408548,0.002530453,0.0002605579,0.00003787645,0.00003663121,0.01453259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01096848,"threshold_uncertainty_score":0.03769219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064796178","doi":"10.1089/bar.2011.9982","title":"Caring for Your Bariatric Patient: A Resource Guide to the Literature on Care of the Morbidly Obese","year":2011,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Deer Lodge Centre","funders":"","keywords":"Staffing; Medicine; Excellence; Morbidly obese; Health care; Center of excellence; Resource (disambiguation); Nursing; Obesity; Weight loss","authors":[{"name":"Tracy Thiele","is_ca":true},{"name":"Angela Osterreicher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545131671752903,"gpt":0.2622574939039516,"spread":0.2468061771864226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002087419,0.001529221,0.001832522,0.01089827,0.001390447,0.002434788,0.002307363,0.00264506,0.037908],"category_scores_gemma":[0.01127335,0.0007069713,0.000910672,0.0121109,0.0007813586,0.005164695,0.00343135,0.00216016,0.02327572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552436,"about_ca_system_score_gemma":0.007690183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446526,"about_ca_topic_score_gemma":0.03968307,"domain_scores_codex":[0.9986328,0.0005118956,0.000362083,0.00006923154,0.0003480548,0.00007578787],"domain_scores_gemma":[0.9926341,0.003800177,0.000731677,0.0001305446,0.002214347,0.0004891522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001875277,0.00006138191,0.0002360356,0.003367666,0.000008394455,0.0004913699,0.0007781596,0.0001236306,0.000216464,0.001047931,0.8392348,0.1544155],"study_design_scores_gemma":[0.00003167713,0.00004167292,0.001564578,0.01343015,0.00001698156,0.00146151,0.001635862,0.0001185704,0.00005295922,0.002088527,0.9795188,0.00003863355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005182843,0.5207989,0.02542425,0.1837558,0.02009552,0.006398284,0.01755973,0.003195859,0.2175889],"genre_scores_gemma":[0.008291728,0.6205292,0.1246731,0.06839361,0.006720403,0.007732496,0.01557921,0.0008074449,0.1472728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.037908,"threshold_uncertainty_score":0.1268148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052276726","doi":"10.1089/bar.2010.9911","title":"An Evidence-Based Approach to Developing a Tertiary Pediatric Weight Management Program","year":2010,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Medicine; Download; Tertiary care; Weight management; Certification; Library science; Nursing; Medical education; Family medicine; Management; Weight loss; World Wide Web; Obesity; Pathology","authors":[{"name":"Mary C. Schroeder","is_ca":false},{"name":"Nancy T. Browne","is_ca":true},{"name":"Carmel A. McComiskey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04573387981247437,"gpt":0.4044120738250555,"spread":0.3586781940125812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.107384,0.001461365,0.00220503,0.01058958,0.005916373,0.01126166,0.008079789,0.008768803,0.009097448],"category_scores_gemma":[0.1655623,0.001274753,0.003092759,0.004458254,0.001839498,0.005037552,0.008328713,0.007431039,0.0009293752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02019216,"about_ca_system_score_gemma":0.1390057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285456,"about_ca_topic_score_gemma":0.03730915,"domain_scores_codex":[0.9096162,0.04917051,0.01971278,0.002512023,0.01696283,0.002025598],"domain_scores_gemma":[0.8054209,0.08983243,0.01890825,0.005289799,0.0603002,0.02024836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001080374,0.01724434,0.07735432,0.02910826,0.003282852,0.002738748,0.003206995,0.01409871,0.002417317,0.0260509,0.0463939,0.7770233],"study_design_scores_gemma":[0.01951722,0.01713103,0.2441726,0.2959154,0.01292184,0.003686535,0.034852,0.0656592,0.01066887,0.08610104,0.2081576,0.001216681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.06625725,0.03976879,0.2668566,0.4474028,0.005045447,0.1020194,0.001811541,0.001073928,0.0697641],"genre_scores_gemma":[0.1601265,0.01161514,0.7870725,0.01921278,0.0007107427,0.01854507,0.0008906777,0.00003968764,0.001786925],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.107384,"threshold_uncertainty_score":0.5679075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982427021","doi":"10.1089/bar.2012.9966","title":"Bias and the Obese Adolescent: Revealing Stories from Their Caregivers","year":2012,"lang":"en","type":"article","venue":"Bariatric Nursing and Surgical Patient Care","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Sister; Family medicine; Library science; Sociology","authors":[{"name":"Moderator Carmel A. McComiskey","is_ca":false},{"name":"Participants Leah Barefoot","is_ca":false},{"name":"Nancy T. Browne","is_ca":false},{"name":"Bela Dharia","is_ca":true},{"name":"Beverly B. Haynes","is_ca":false},{"name":"Lori Lynch","is_ca":false},{"name":"Steadman McPeters","is_ca":false},{"name":"Amy Phipps","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04214708795340445,"gpt":0.3308764667912734,"spread":0.288729378837869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005844198,0.001444191,0.0009764479,0.001363558,0.02093388,0.007474975,0.001809511,0.005455897,0.002489615],"category_scores_gemma":[0.02606383,0.001005845,0.0006150119,0.001248979,0.01334647,0.005598031,0.009285368,0.01787188,0.0003859847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244853,"about_ca_system_score_gemma":0.004866066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660657,"about_ca_topic_score_gemma":0.0333952,"domain_scores_codex":[0.9936934,0.004304171,0.0001719266,0.0002522164,0.0004604463,0.001117952],"domain_scores_gemma":[0.9839797,0.009492173,0.002159574,0.0003878086,0.001198207,0.002782534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002222289,0.00003739186,0.005038075,0.00006559811,0.00001212099,0.004095798,0.9820623,0.00001657106,0.0001514914,0.001654182,0.004595206,0.002249062],"study_design_scores_gemma":[0.000004867836,0.00001733772,0.001132526,0.0001389544,0.00001404126,0.002000621,0.97347,0.00002324149,0.0001006632,0.0003848213,0.02269654,0.00001644382],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962986,0.00869243,0.0009216698,0.07618342,0.002196258,0.00007347662,0.0001219437,0.00003324534,0.01547908],"genre_scores_gemma":[0.9810882,0.003977084,0.0003918357,0.009473928,0.0004992628,0.00005434539,0.00003537613,0.00005401295,0.004425878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093388,"threshold_uncertainty_score":0.03301984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}