{"id":"W2748544967","doi":"10.1177/1460408617724816","title":"Driving habits – A Canadian study","year":2017,"lang":"en","type":"article","venue":"Trauma","topic":"Traffic and Road Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seat belt; Medicine; Injury prevention; Environmental health; Occupational safety and health; Human factors and ergonomics; Poison control; Safe driving; Suicide prevention; Population; Ethnic group; Medical emergency; Engineering; Automotive engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007545294,0.0004994962,0.0005241396,0.002525201,0.004492921,0.001696158,0.00122707,0.0007995954,0.005432867],"category_scores_gemma":[0.001294167,0.0007047307,0.001319154,0.007176892,0.0006870875,0.0007071603,0.0009220541,0.001023247,0.0009231463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722106,"about_ca_system_score_gemma":0.02109548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869102,"about_ca_topic_score_gemma":0.9896865,"domain_scores_codex":[0.9988495,0.00006104789,0.00007949604,0.0002286943,0.0004364721,0.0003446587],"domain_scores_gemma":[0.9983015,0.00005459165,0.000286301,0.00008046906,0.0008805766,0.0003964859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007666369,0.0001332609,0.9913899,0.0001057993,0.00008662902,0.0001743222,0.0009551931,0.00003773813,0.0001238908,0.0001322924,0.00231097,0.004473438],"study_design_scores_gemma":[0.00001205788,0.00004372669,0.9968484,0.00005000073,0.00003736584,0.00009478063,0.0008393351,0.00005901389,0.00001878528,0.00001821976,0.001963864,0.00001442635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978601,0.001923813,0.0001198247,0.0004627998,0.00004102308,0.0002618342,0.01002248,0.0000145324,0.008552734],"genre_scores_gemma":[0.9898911,0.002059904,0.0002750437,0.000446988,0.00002750385,0.0001065994,0.004989537,0.00001141874,0.002191987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722106,"threshold_uncertainty_score":0.1249481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531527360606087,"score_gpt":0.2282101754005394,"score_spread":0.2128949017944785,"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."}}