{"id":"W4406552885","doi":"10.1016/s1558-0164(06)70383-2","title":"10.1016/s1558-0164(06)70383-2","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":"Medicine; Intensive care medicine; Environmental health","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":[0.000922151,0.0001653888,0.0002998704,0.00006309729,0.000359949,0.00001282927,0.0002787671,0.0002100785,0.9998001],"category_scores_gemma":[0.00117527,0.0001395262,0.00006486643,0.0002430834,0.00005573731,0.000159292,0.00007925948,0.0006423703,0.9998567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007098723,"about_ca_system_score_gemma":0.0001603749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893263,"about_ca_topic_score_gemma":0.000001448222,"domain_scores_codex":[0.9977542,0.000510826,0.0004596821,0.0003232318,0.0003471425,0.0006049681],"domain_scores_gemma":[0.9978125,0.001006747,0.00007470341,0.0005422083,0.00009542253,0.0004684304],"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":[0.0001173869,0.00009661222,8.370666e-7,0.00006132181,0.00001325465,0.000005977029,0.0002913652,0.000002089535,0.00001507201,0.000009495977,0.9640822,0.03530437],"study_design_scores_gemma":[0.0003445364,0.0001438908,0.0001711357,0.00009781645,0.000026546,0.000001331405,0.00005044157,0.00004268702,0.000006138379,0.00004741998,0.9988999,0.0001681058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002278159,0.00005511452,0.000001079027,0.01477751,0.000006457758,0.0005905659,0.00001514728,0.0002347392,0.9820412],"genre_scores_gemma":[0.0003513676,0.000001155002,0.0001903824,0.001078103,0.0007499899,0.0001079682,0.00002371755,0.0000296909,0.9974676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03513626,"threshold_uncertainty_score":0.5689715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954895034146853,"score_gpt":0.3390473203154497,"score_spread":0.3094983699739811,"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."}}