{"id":"W3189619253","doi":"10.2139/ssrn.3884948","title":"Distracted Driving Among Trauma Patients Attending Fracture Clinics in Canada:The Canadian Multi-Centre Drivsafe Study","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Emergency medicine; Family medicine","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":[0.001179782,0.0009357914,0.001160932,0.002529123,0.007353682,0.00407427,0.00338351,0.002269321,0.002965932],"category_scores_gemma":[0.003796056,0.001364027,0.001612645,0.008827094,0.001393859,0.001725264,0.002560716,0.003140104,0.0005183556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03112847,"about_ca_system_score_gemma":0.0362002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915414,"about_ca_topic_score_gemma":0.9952368,"domain_scores_codex":[0.9976846,0.0001640073,0.0001852744,0.0003481274,0.0005658032,0.001052181],"domain_scores_gemma":[0.9956415,0.0002078937,0.001098384,0.0001702074,0.001721184,0.001160856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006411521,0.0001409551,0.9946263,0.00004389386,0.0001028366,0.0001114994,0.00215261,0.00003269261,0.0000721783,0.0001013282,0.000988145,0.001563356],"study_design_scores_gemma":[0.000012262,0.00003197864,0.992389,0.00008170489,0.00005608617,0.00006871809,0.006603955,0.00009949531,0.00001589331,0.00002787578,0.0005877661,0.00002530829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931849,0.001086437,0.00007037778,0.0006284913,0.00003933983,0.00008660117,0.002962501,0.000006780845,0.001934779],"genre_scores_gemma":[0.9953268,0.00108923,0.0001383562,0.0004500835,0.00002572083,0.00005524837,0.001745193,0.00001121571,0.001158115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112847,"threshold_uncertainty_score":0.2258539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239851008602521,"score_gpt":0.3360090346922278,"score_spread":0.3136105246062025,"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."}}