{"id":"W2126311459","doi":"10.1093/occmed/kqr025","title":"Predictors and economic burden of serious workplace falls in health care","year":2011,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"WorkSafeBC","keywords":"Occupational safety and health; Environmental health; Medicine; Injury prevention; Health care; Suicide prevention; Human factors and ergonomics; Poison control; Medical emergency; Gerontology; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763219,0.0002572283,0.0003019186,0.0013236,0.001126672,0.0009863235,0.0007178963,0.0004102593,0.002124223],"category_scores_gemma":[0.00434879,0.0002373,0.0004152348,0.001787264,0.0004913681,0.0003060046,0.0009644562,0.000684084,0.0001397994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004619919,"about_ca_system_score_gemma":0.005087422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7275461,"about_ca_topic_score_gemma":0.7666118,"domain_scores_codex":[0.999199,0.00008001316,0.00006159832,0.00006709569,0.0003596335,0.0002328017],"domain_scores_gemma":[0.9980952,0.00013013,0.0007920163,0.00004534457,0.0004452671,0.0004920537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001911475,0.00001472781,0.9979547,0.00001138804,0.00002668044,0.0000424358,0.00004484359,0.00006075779,0.00001516745,0.00002593072,0.0002472007,0.001537079],"study_design_scores_gemma":[0.000001440079,0.000006820811,0.9994524,0.00001535469,0.000006237206,0.00004543201,0.0001542147,0.0001707082,0.00000423924,0.00002146486,0.0001198153,0.000001844047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949939,0.001461272,0.00006625849,0.0007934268,0.00001561637,0.00001608668,0.001313348,0.000004749213,0.00133539],"genre_scores_gemma":[0.9986431,0.0004476358,0.00005387958,0.00003642516,0.00001045749,0.00000425775,0.0006906017,0.000001064674,0.0001124944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7275461,"threshold_uncertainty_score":0.5481169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07330000627110002,"score_gpt":0.4421692887996256,"score_spread":0.3688692825285256,"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."}}