{"id":"W4406551681","doi":"10.1016/j.yhls.2014.02.029","title":"10.1016/j.yhls.2014.02.029","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reimbursement; Perception; Medicine; Family medicine; Psychology; Health care; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009054581,0.0001561671,0.0002860534,0.00005889356,0.0003347483,0.00001214571,0.00026721,0.0002077194,0.9998481],"category_scores_gemma":[0.0009944637,0.0001300579,0.00006161403,0.0001864222,0.00005321545,0.0001488096,0.0000752376,0.0006020818,0.9995928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358666,"about_ca_system_score_gemma":0.0001451533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002235579,"about_ca_topic_score_gemma":0.000001618647,"domain_scores_codex":[0.9978721,0.0004873738,0.0004307263,0.0003091932,0.0003272721,0.0005733114],"domain_scores_gemma":[0.9978597,0.000985887,0.00007090117,0.0005389521,0.00009264926,0.0004519492],"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":[0.0001094175,0.0000741264,0.000003496507,0.00004771355,0.00001039196,0.000004263485,0.0002143611,0.000001672476,0.000009135088,0.000006224248,0.7832214,0.2162979],"study_design_scores_gemma":[0.0003217206,0.0001632659,0.0001724209,0.00008159714,0.00002438833,0.000001180574,0.00004132253,0.00003759179,0.000006494567,0.00004253991,0.998951,0.0001564421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002568466,0.00006445211,8.842538e-7,0.01539936,0.000009242348,0.0005590906,0.00001407062,0.0002225967,0.9811618],"genre_scores_gemma":[0.0003972271,0.000001496225,0.0001686176,0.00111601,0.0007472233,0.00009608223,0.00002085409,0.00002806377,0.9974244],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2161414,"threshold_uncertainty_score":0.5303608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255252050664385,"score_gpt":0.3345134604957774,"score_spread":0.3089882554293389,"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."}}