{"id":"W7162032799","doi":"10.82308/43325","title":"Lung fibre concentration, dimension, and asbestosis severity : relationships among Québec chrysotile miners and millers","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tremolite; Chrysotile; Asbestosis; Asbestos; Talc; Lung; Lung fibrosis; Silicosis","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":[0.0002828109,0.0002790449,0.0002311449,0.001148787,0.0008093814,0.0004927529,0.0003363566,0.0005093684,0.002677809],"category_scores_gemma":[0.0008477653,0.0001943969,0.0001935078,0.0006248016,0.000530773,0.0002839871,0.0003148414,0.0002453711,0.0002827146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627932,"about_ca_system_score_gemma":0.0005884615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5140181,"about_ca_topic_score_gemma":0.7058445,"domain_scores_codex":[0.9997566,0.00002510061,0.00001465439,0.00006011444,0.00007975863,0.00006372322],"domain_scores_gemma":[0.9990921,0.0001215266,0.0002793447,0.00002904441,0.0002273145,0.0002506966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000987614,0.00002182355,0.9969476,0.000005560032,0.00001762521,0.00005787104,0.0002107388,0.00002213807,0.001549719,0.00000716819,0.00006472349,0.0009962332],"study_design_scores_gemma":[0.000001576249,0.00002306255,0.9997004,0.000001042843,0.000002981671,0.00004001313,0.0001028905,0.00003871827,0.00003448005,0.000001577332,0.00005210063,0.000001225023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995252,0.00009044702,0.00002383517,0.00002349791,8.943941e-7,0.000003983127,0.0001514892,0.000001468414,0.0001791861],"genre_scores_gemma":[0.999371,0.00003347019,0.00002891057,0.00001612349,0.000002253429,0.000002772934,0.0001798957,9.037866e-7,0.0003646146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4859819,"threshold_uncertainty_score":0.977688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385024571389685,"score_gpt":0.2286062363710052,"score_spread":0.2202212117996156,"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."}}