{"id":"W2139588812","doi":"10.1136/ip.8.2.89","title":"Regulations, legislation, and classification","year":2002,"lang":"en","type":"letter","venue":"Injury Prevention","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Legislation; Forensic engineering; Occupational safety and health; Poison control; Engineering; Injury prevention; Human factors and ergonomics; Suicide prevention; Medical emergency; Business; Political science; Medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404264,0.0001742283,0.0002610769,0.0002038484,0.00007135464,0.00003267163,0.00004871257,0.0006388702,0.0003623094],"category_scores_gemma":[0.00003744006,0.0001652207,0.0001164741,0.0001134742,0.00004779723,0.0001278859,0.00002277244,0.0005883649,0.00005878465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008770554,"about_ca_system_score_gemma":0.00003137614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005428316,"about_ca_topic_score_gemma":6.704201e-7,"domain_scores_codex":[0.9988843,0.00006203331,0.0003492333,0.0003068265,0.0002535458,0.00014412],"domain_scores_gemma":[0.9992366,0.00002550001,0.0002411185,0.0003754149,0.0000899873,0.00003132031],"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":[0.000008799452,0.00002057486,0.003083986,0.0001105283,0.00003110092,0.000008743844,0.00002364119,2.825144e-8,0.000112387,0.000251463,0.9604666,0.03588219],"study_design_scores_gemma":[0.0001974913,0.0001291277,0.08186489,0.0002186456,0.0001928948,0.00004633508,0.000003260154,0.0001991263,0.0000537136,0.003153062,0.9137825,0.0001589875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005276317,0.0009141181,0.008988182,0.961825,0.0004890391,0.001977443,0.00004163088,0.0007080227,0.01978026],"genre_scores_gemma":[0.06559354,0.001666901,0.01994988,0.4032791,0.007401066,0.0003676594,0.005310634,0.0002274395,0.4962038],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5585459,"threshold_uncertainty_score":0.6737505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023429266784171,"score_gpt":0.326227907923396,"score_spread":0.2859936152555543,"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."}}