{"id":"W3016359198","doi":"10.1175/wcas-d-19-0099.1","title":"Winter Storms and Fall-Related Injuries: Is It Safer to Walk than to Drive?","year":2020,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Winter storm; Snow; Storm; Poison control; Environmental science; Injury prevention; Occupational safety and health; Rain and snow mixed; SAFER; Meteorology; Climatology; Geography; Medicine; Environmental health; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003437243,0.0001424243,0.0003004811,0.00001488136,0.0001264079,0.00001300085,0.00004394913,0.0001861221,0.0004439742],"category_scores_gemma":[0.00005792552,0.0001079854,0.0001294328,0.00009193794,0.00006091772,0.00006091362,0.00009374963,0.0002011067,0.0001762468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000182806,"about_ca_system_score_gemma":0.00001477868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526887,"about_ca_topic_score_gemma":0.000005768506,"domain_scores_codex":[0.9990991,0.00004743505,0.0002270943,0.0003023813,0.0000784124,0.0002455889],"domain_scores_gemma":[0.9994597,0.00004656828,0.00003627254,0.0001267965,0.0000342108,0.0002964507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006778084,0.00008961816,0.4215809,0.0003158133,0.0005824426,0.000009122491,0.2260278,0.000001490224,0.01193858,0.0007671934,0.3339597,0.004049486],"study_design_scores_gemma":[0.003670377,0.003415561,0.5198529,0.0005698787,0.000646199,0.00003542244,0.02275037,0.0005105803,0.002144841,0.001491629,0.4440067,0.0009055757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400643,0.000168038,0.0002279292,0.05573648,0.00009780662,0.0003199358,0.00003113012,0.00004714629,0.003307199],"genre_scores_gemma":[0.9100164,0.000616295,0.0009284419,0.08522382,0.0001123294,0.0000147611,0.00001827899,0.00002032989,0.003049316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032775,"threshold_uncertainty_score":0.4861206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353756485982466,"score_gpt":0.3098481484131409,"score_spread":0.2863105835533162,"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."}}