{"id":"W2164530930","doi":"10.1093/ije/dyt142","title":"Culpability analysis is still a valuable technique","year":2013,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Culpability; Medicine; MEDLINE; Intensive care medicine; Psychology; Political science; Criminology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001832615,0.0007030877,0.0008888634,0.001279557,0.00248084,0.002674726,0.001053815,0.01070393,0.01340188],"category_scores_gemma":[0.01879378,0.0003954385,0.0005518158,0.0005680085,0.00249558,0.00272578,0.001236767,0.0156691,0.01419437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172073,"about_ca_system_score_gemma":0.001422694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150368,"about_ca_topic_score_gemma":0.002484144,"domain_scores_codex":[0.9978893,0.0006344297,0.0003152403,0.0002745765,0.0006416921,0.0002447513],"domain_scores_gemma":[0.9889675,0.005564319,0.0009390016,0.000663991,0.002745377,0.001119809],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001478505,0.0001712156,0.01869218,0.0003398614,0.0000336835,0.07576141,0.001359506,0.0002873551,0.003455656,0.010493,0.7135901,0.1756681],"study_design_scores_gemma":[0.00005443431,0.0002226286,0.01483821,0.0009009295,0.00003866477,0.108422,0.003563838,0.0009080791,0.001321912,0.03242785,0.8371888,0.0001127693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005381442,0.006096885,0.005395087,0.9295062,0.02030779,0.00004374659,0.0000767453,0.0001686486,0.03302336],"genre_scores_gemma":[0.08277088,0.01280995,0.01291241,0.6939352,0.1209791,0.0001437837,0.0001444463,0.0001794241,0.07612486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9981674,"threshold_uncertainty_score":0.04483378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07357288056335856,"score_gpt":0.3944475153399386,"score_spread":0.3208746347765801,"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."}}