{"id":"W6992601558","doi":"","title":"Lung fibre concentration, dimension, and asbestosis severity : relationships among Québec chrysotile miners and millers","year":2000,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chrysotile; Asbestosis; Lung; Asbestos; Asbestos fibers","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":[0.0003646135,0.0002421065,0.0002217035,0.0006701008,0.001028165,0.000613419,0.0005267471,0.0005619855,0.005662416],"category_scores_gemma":[0.001242717,0.0001837911,0.000252338,0.0009435253,0.0004031133,0.00025617,0.0002901982,0.0004339842,0.0005432855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003522205,"about_ca_system_score_gemma":0.002078055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8998852,"about_ca_topic_score_gemma":0.951289,"domain_scores_codex":[0.9998467,0.00002398961,0.000006893238,0.0000250922,0.00004447323,0.0000527897],"domain_scores_gemma":[0.9989165,0.0001509669,0.0001931671,0.00002545742,0.0003799177,0.0003340449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009137481,0.00004190795,0.9965396,0.00000792686,0.00002047772,0.00004170998,0.000552016,0.00003429036,0.0002492341,0.00002100674,0.000671075,0.001729343],"study_design_scores_gemma":[0.000002621754,0.00001773914,0.9993332,0.0000055387,0.000005607838,0.00001543984,0.0003618982,0.00005611045,0.00001111056,0.000004697268,0.0001843607,0.000001661403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977081,0.0003699735,0.00001886807,0.0002614435,0.000004740024,0.000008870316,0.0008777896,0.000002003769,0.0007482177],"genre_scores_gemma":[0.9967685,0.0002414966,0.00003412909,0.00005810146,0.000007636713,0.00000905622,0.000531772,0.000001579476,0.002347708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001148,"threshold_uncertainty_score":0.2014087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039213773428518,"score_gpt":0.2206354639556014,"score_spread":0.2102433262213163,"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."}}