{"id":"W2068935982","doi":"10.1093/occmed/kqu191","title":"Health-care barriers for workers with HAVS in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Seriousness; Health care; Family medicine; Occupational medicine; Environmental health; Occupational exposure","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":[0.0003973309,0.0001478505,0.0003910516,0.0001454711,0.0000681397,0.000003683492,0.00006143326,0.00005140706,0.0001878854],"category_scores_gemma":[0.0006430342,0.0001102053,0.00001770993,0.0002137913,0.00007224558,0.00006901059,0.000007838734,0.0002091811,0.00000217786],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677621,"about_ca_system_score_gemma":0.02551938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9474996,"about_ca_topic_score_gemma":0.9965243,"domain_scores_codex":[0.9983612,0.0000453366,0.0003609927,0.0002525422,0.000685628,0.0002942572],"domain_scores_gemma":[0.9983182,0.0002211457,0.0001268098,0.0001952779,0.0003579117,0.0007806327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002293933,0.00002060926,0.8425761,0.0001511633,0.00002170004,0.00002227058,0.001746697,0.000160966,0.000004300608,0.0002832324,0.1515301,0.001188857],"study_design_scores_gemma":[0.01222523,0.00366855,0.9017939,0.0009327886,0.00003089512,0.00004191458,0.003854608,0.0001816772,0.00003444799,0.00006137136,0.07699101,0.0001836059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7574596,0.002295694,0.005731768,0.2180728,0.001645353,0.005726715,0.00008004028,0.0001219898,0.008865988],"genre_scores_gemma":[0.9727072,0.000002846735,0.009953582,0.01545886,0.0002939987,0.0001540085,0.0006906588,0.00002622734,0.0007126514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152475,"threshold_uncertainty_score":0.980005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554428002041094,"score_gpt":0.3391020391452444,"score_spread":0.3035577591248335,"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."}}