{"id":"W7097528145","doi":"","title":"The Health Effects of Taxi Driving The Case of Visible Minority Drivers in Toronto","year":2016,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Occupational safety and health; Position (finance); Participant observation; Immigration; Human factors and ergonomics; Poison control; Suicide prevention","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":[0.0003382112,0.0002067169,0.0001777409,0.0003752384,0.005631085,0.001005962,0.0004974704,0.0006057255,0.00186248],"category_scores_gemma":[0.00104262,0.0001900304,0.000223019,0.0004500896,0.001364021,0.0002769349,0.001413953,0.0007556346,0.0001211869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008682066,"about_ca_system_score_gemma":0.005597253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7560968,"about_ca_topic_score_gemma":0.8776977,"domain_scores_codex":[0.9996051,0.00007880724,0.00001307286,0.00002443613,0.00006470834,0.00021388],"domain_scores_gemma":[0.9994271,0.00008882951,0.0001233002,0.00002090225,0.0001040827,0.0002357204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003488634,0.0002347232,0.5817475,0.0002123376,0.0000475192,0.03002083,0.3699124,0.0003008737,0.004646338,0.0007561407,0.001274381,0.01049808],"study_design_scores_gemma":[0.000007730713,0.0002130066,0.5010055,0.00009422535,0.00002727428,0.002279223,0.4922677,0.0002141218,0.0003687426,0.0001191656,0.003380566,0.00002275247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984125,0.00006368156,0.00001005893,0.0002935588,0.000004289998,0.00000662259,0.0000337163,5.202765e-7,0.001174968],"genre_scores_gemma":[0.9994715,0.00007286747,0.00001443652,0.0000337077,0.000002391012,0.000002516558,0.00001487543,4.376284e-7,0.0003873444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439032,"threshold_uncertainty_score":0.4906791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008908383097740292,"score_gpt":0.3072159920896529,"score_spread":0.2983076089919127,"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."}}