{"id":"W2808993753","doi":"10.2196/ijmr.9369","title":"Health Information on Firefighter Websites: Structured Analysis","year":2018,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University; St. Joseph's Hospital; McMaster University","funders":"","keywords":"Mental health; Work (physics); Descriptive statistics; The Internet; Business; Resource (disambiguation); Occupational safety and health; Health information; Online search; Environmental health; Medicine; Geography; Psychology; Political science; Health care; World Wide Web; Computer science; Engineering; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912801,0.0002907266,0.0005359039,0.01639659,0.001003905,0.001868779,0.0006041975,0.0003256096,0.00306239],"category_scores_gemma":[0.03086157,0.0002660245,0.0007802099,0.0173273,0.0007151067,0.00141536,0.001788043,0.0005226732,0.00051914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095775,"about_ca_system_score_gemma":0.008850186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09439507,"about_ca_topic_score_gemma":0.1682092,"domain_scores_codex":[0.9958175,0.001043684,0.0007350329,0.0004040613,0.001478226,0.0005214955],"domain_scores_gemma":[0.9699423,0.01419806,0.005404591,0.0008404318,0.008809154,0.0008054545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007938974,0.0002963759,0.7642221,0.008162398,0.0001985275,0.0007460117,0.05129147,0.00057347,0.002949448,0.001989062,0.01810994,0.1506672],"study_design_scores_gemma":[0.00006035788,0.0001839877,0.9164426,0.001899863,0.0001842163,0.0003063382,0.04406078,0.002108381,0.001423607,0.0007621003,0.03248085,0.00008686141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189419,0.0009275961,0.002294661,0.0004668732,0.00002010748,0.005179425,0.06010731,0.0001507012,0.01191131],"genre_scores_gemma":[0.9212998,0.001525488,0.02149941,0.0003084162,0.00003336764,0.005952016,0.04628651,0.00007503067,0.003019892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09439507,"threshold_uncertainty_score":0.1876913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397565998839943,"score_gpt":0.6204943213688667,"score_spread":0.4807377214848724,"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."}}