{"id":"W2509599044","doi":"10.1136/oemed-2016-103951.299","title":"S10-2 Carex canada: innovations and applications","year":2016,"lang":"en","type":"article","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Occupational Cancer Research Centre; World Wildlife Fund Canada; University of British Columbia; Public Health Ontario; University of Toronto; Simon Fraser University","funders":"","keywords":"Carex; Occupational exposure; Job-exposure matrix; Environmental health; Business; Environmental science; Geography; Medicine; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003713191,0.000976454,0.0006653087,0.004198193,0.002133307,0.003388931,0.003136915,0.001822788,0.1890434],"category_scores_gemma":[0.01750475,0.0007985313,0.0009860774,0.008204074,0.0007745229,0.001903053,0.002914859,0.001372015,0.04958784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01368152,"about_ca_system_score_gemma":0.04519927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.768646,"about_ca_topic_score_gemma":0.8139507,"domain_scores_codex":[0.9958584,0.0004188825,0.0001967845,0.0003704387,0.002813431,0.0003420246],"domain_scores_gemma":[0.9886734,0.001575246,0.0002824871,0.0007320265,0.00774679,0.0009901184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002638466,0.0001123396,0.009889825,0.0004544846,0.0000339565,0.0002401697,0.0003899533,0.001339279,0.0006316963,0.01566693,0.7353796,0.2355979],"study_design_scores_gemma":[0.0001057727,0.00005271397,0.008576425,0.0003683415,0.0000218506,0.0001589149,0.0002654029,0.003791376,0.0005449428,0.002725522,0.9833226,0.00006610736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01160531,0.003083166,0.06022757,0.01355289,0.001688518,0.003691362,0.248803,0.03775189,0.6195963],"genre_scores_gemma":[0.07128407,0.00749682,0.2642789,0.00501245,0.0006034616,0.004806967,0.2104743,0.008411227,0.4276319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.768646,"threshold_uncertainty_score":0.6324131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006360672163317642,"score_gpt":0.2150208966022064,"score_spread":0.2086602244388888,"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."}}