{"id":"W4406550285","doi":"10.1016/j.yprs.2013.11.005","title":"10.1016/j.yprs.2013.11.005","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; Surgery; General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007198855,0.001066698,0.0005000045,0.002368784,0.001362671,0.004058084,0.001152073,0.005530054,0.9275568],"category_scores_gemma":[0.001917264,0.0004087905,0.0005287205,0.001243966,0.001147573,0.003078064,0.001715029,0.001593874,0.9061449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101991,"about_ca_system_score_gemma":0.001469551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155234,"about_ca_topic_score_gemma":0.003647004,"domain_scores_codex":[0.9995963,0.00003320328,0.00003081013,0.00009686736,0.0001395106,0.0001033037],"domain_scores_gemma":[0.9987907,0.0002369474,0.0001706034,0.00008095258,0.0002794469,0.0004413953],"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":[0.00009636885,0.000189639,0.00355184,0.0003560558,0.00002001737,0.0004077785,0.0001831075,0.0002051164,0.0004054453,0.007927585,0.4097681,0.5768889],"study_design_scores_gemma":[0.00002286352,0.00004844863,0.002372371,0.0008165737,0.00001686484,0.001707227,0.0004270634,0.0001749743,0.0002150698,0.003525762,0.9906548,0.0000179913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001843426,0.00456334,0.001191671,0.004287483,0.001016538,0.00004408881,0.001033748,0.001062047,0.9849576],"genre_scores_gemma":[0.007027252,0.002744733,0.0009314521,0.001308265,0.0002964507,0.00003187894,0.0007658654,0.000173501,0.9867206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07244325,"threshold_uncertainty_score":0.1033314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804475070784277,"score_gpt":0.3337215672708833,"score_spread":0.3056768165630405,"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."}}