{"id":"W4406559135","doi":"10.1016/s1885-9070(08)35013-6","title":"10.1016/s1885-9070(08)35013-6","year":2000,"lang":"en","type":"book-chapter","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","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090726,0.0005307555,0.0009120103,0.0002178793,0.0004201739,0.00002051282,0.000531457,0.001265851,0.9998671],"category_scores_gemma":[0.0008110951,0.0004762504,0.0002121171,0.00006800384,0.0001283461,0.0001236052,0.0002508074,0.002464459,0.9996795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014676,"about_ca_system_score_gemma":0.0004956471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081593,"about_ca_topic_score_gemma":0.000002761323,"domain_scores_codex":[0.9965223,0.0002669584,0.0009866832,0.0007102406,0.0007179972,0.0007957881],"domain_scores_gemma":[0.995951,0.001627877,0.0003431733,0.001122992,0.0002101377,0.0007448043],"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":[0.0001726479,0.00003857707,5.40292e-8,0.0002097468,0.00005776744,0.00002530725,0.000137154,5.042284e-7,6.681694e-7,0.0004001186,0.8481869,0.1507706],"study_design_scores_gemma":[0.0003351349,0.0002310269,0.000002550969,0.0008547611,0.0001515053,0.000002827627,0.00001039313,0.000004933045,4.959963e-7,0.001145335,0.9967673,0.0004936778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001522146,0.0003083426,5.27362e-7,0.007829726,0.00002774089,0.001380211,0.0001265179,0.0003241559,0.9900013],"genre_scores_gemma":[0.000001004206,0.0000110058,0.00009970165,0.001064102,0.002196758,0.000116778,0.0001877672,0.0001487939,0.9961741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1502769,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776949909271429,"score_gpt":0.321542465385326,"score_spread":0.2837729662926118,"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."}}