{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005506406,0.00007001504,0.00008044453,0.00003408462,0.0002653477,0.00004872959,0.0002007277,0.00003204758,0.00006850749],"category_scores_gemma":[0.000007241091,0.00006709596,0.00002184059,0.00001601093,0.00001455671,0.00007629673,0.000009859773,0.00008250839,0.0001508565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951786,"about_ca_system_score_gemma":0.0000119977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01973306,"about_ca_topic_score_gemma":0.5467501,"domain_scores_codex":[0.9995974,0.000004213923,0.00006653195,0.00007976736,0.00005527259,0.0001968175],"domain_scores_gemma":[0.999533,0.000005541677,0.000008194859,0.0003113119,0.000006763632,0.000135209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003458096,0.00009071052,0.6371279,0.00003014718,0.0001495653,0.0001720888,0.007672182,0.00811637,0.00005535856,0.0005726874,0.01004635,0.3359632],"study_design_scores_gemma":[0.0002240021,0.00001548491,0.988447,0.000007343785,0.000006593024,0.000002079405,0.0001793887,0.001978667,0.00002512458,0.000007370454,0.00901021,0.00009680463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234789,0.00002674589,0.0000458489,0.00007556434,0.0003727753,0.0001011438,0.000002534212,0.0001640339,0.07573243],"genre_scores_gemma":[0.9994099,0.000002046158,0.00006822388,0.000008926904,0.00008354313,0.000005473588,6.949343e-7,0.00001670763,0.0004044851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270171,"threshold_uncertainty_score":0.9867947,"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."}}