{"id":"W2971215136","doi":"10.1136/injuryprev-2019-043280","title":"Fall-related deaths among older adults in British Columbia: cause and effect of policy change","year":2019,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; BC Centre for Disease Control; Provincial Health Services Authority; BC Children's Hospital","funders":"University of British Columbia","keywords":"Accidental; Medicine; Demography; Injury prevention; Occupational safety and health; Gerontology; Suicide prevention; Poison control; Accidental fall; Medical emergency; Environmental health; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009829543,0.0001057203,0.0004442733,0.000148699,0.00003288966,0.00001246004,0.00004710993,0.0003255352,0.0002092542],"category_scores_gemma":[0.0002384912,0.0001443921,0.0001182592,0.0002434122,0.00006911321,0.000218224,0.0000422959,0.0002615419,0.00002465285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000608572,"about_ca_system_score_gemma":0.0000315547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701788,"about_ca_topic_score_gemma":0.01435771,"domain_scores_codex":[0.9984558,0.0004560653,0.0004538142,0.000296879,0.0001123847,0.0002250613],"domain_scores_gemma":[0.9993736,0.0001182684,0.0001962788,0.0002026494,0.00004442547,0.00006480228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002389169,0.0001182535,0.9505208,0.0004595254,0.00006356473,0.00001234217,0.0001642804,1.899497e-7,0.0003201657,0.00002352001,0.000193327,0.04788516],"study_design_scores_gemma":[0.003012856,0.00143986,0.9921503,0.002219093,0.0001153318,0.00004427438,0.00002432325,0.00008540373,0.0002196298,0.0005376977,0.00003768307,0.0001135117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970413,0.0004011186,0.000006255107,0.00007768844,0.0002022644,0.001765269,0.00001474821,0.00003760562,0.0004536938],"genre_scores_gemma":[0.9963952,0.0002345435,0.00003697446,0.0000681662,0.00007107665,0.00009792172,0.00009831787,0.00001821767,0.002979609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04777166,"threshold_uncertainty_score":0.9895279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519738531027783,"score_gpt":0.3000832087270353,"score_spread":0.2915634701960075,"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."}}