{"id":"W6902109592","doi":"10.6084/m9.figshare.26718342","title":"Additional file 2 of Perspectives on low-value care and barriers to de-implementation among primary care physicians: a multinational survey","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Primary care; Multinational corporation; Primary health care; Health care; Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003594134,0.001212866,0.001292525,0.006119825,0.001468594,0.00246745,0.002398184,0.001992185,0.8424925],"category_scores_gemma":[0.06649024,0.0008924029,0.001555132,0.01069557,0.0005780427,0.003339733,0.002002218,0.001454796,0.1233102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224778,"about_ca_system_score_gemma":0.004258219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03327568,"about_ca_topic_score_gemma":0.04474864,"domain_scores_codex":[0.9980186,0.0004536239,0.0004542404,0.0003050135,0.000379699,0.0003888775],"domain_scores_gemma":[0.905322,0.06959597,0.008761075,0.003907303,0.009922195,0.002491466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003151198,0.00032086,0.01766519,0.002355549,0.00008276889,0.00007131995,0.0001997937,0.0003988941,0.00002385436,0.0007854844,0.9702021,0.007579143],"study_design_scores_gemma":[0.01171922,0.0007473945,0.3876157,0.01041805,0.000631121,0.0009379467,0.007350582,0.003995956,0.0005273093,0.01391023,0.5617828,0.0003637128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007348607,0.00001616206,0.000109464,0.0001888705,0.00002440452,0.0001201486,0.9973426,0.00005676782,0.001406626],"genre_scores_gemma":[0.02577114,0.0001713263,0.002912387,0.001306333,0.0001611884,0.005373672,0.9472083,0.0003422027,0.01675339],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8424925,"threshold_uncertainty_score":0.2246653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2696981082162455,"score_gpt":0.505963085821117,"score_spread":0.2362649776048716,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}