{"id":"W2289784864","doi":"10.1503/cmaj.160100","title":"Winter road safety is no accident","year":2016,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Adverse weather; Poison control; Road accident; Road traffic accident; Transport engineering; Injury prevention; Cold winter; Occupational safety and health; Road traffic; Suicide prevention; Traffic accident; Geography; Meteorology; Forensic engineering; Environmental science; Medical emergency; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002212461,0.0002685828,0.0003734596,0.0001166573,0.0003530626,0.0002165882,0.0006448374,0.001909986,0.188721],"category_scores_gemma":[0.004856088,0.0002211942,0.0002017687,0.0001120519,0.0001026481,0.0003027094,0.0001046342,0.001464045,0.02333703],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009031024,"about_ca_system_score_gemma":0.002029893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009207821,"about_ca_topic_score_gemma":0.07690363,"domain_scores_codex":[0.9941111,0.0002467954,0.0007451454,0.0003542215,0.003816032,0.000726714],"domain_scores_gemma":[0.9969404,0.0002305217,0.0006203477,0.0002097036,0.0001959431,0.001803065],"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":[0.0000109721,0.000004798133,0.02540273,0.000002201879,0.0000615848,0.00008147073,0.00005039051,1.76842e-7,0.000006786659,7.31843e-7,0.9634405,0.01093765],"study_design_scores_gemma":[0.0005342702,0.00002814074,0.01186481,0.0001163693,0.00002930748,0.00006741357,0.00001097764,0.000002878003,0.000007051327,0.00007480095,0.9870052,0.0002587712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004229116,0.00002032935,0.00002072312,0.007517599,0.9770817,0.0001173755,0.0002466506,0.00002335964,0.01074315],"genre_scores_gemma":[0.0007983953,0.0002810558,0.00004900711,0.002648916,0.9890131,0.000007326701,0.00005254466,0.00004854639,0.007101148],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1653839,"threshold_uncertainty_score":0.9993857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002468293610421236,"score_gpt":0.2081148769846689,"score_spread":0.2056465833742477,"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."}}