{"id":"W4221054220","doi":"10.1097/jom.0000000000002533","title":"Respirable Dust and Silica","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"COPD; Occupational exposure; Respiratory system; Air pollutants; Occupational medicine; Current (fluid)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00021301,0.0002475112,0.0002387895,0.0007727911,0.0002566575,0.0004339369,0.000176805,0.0002821887,0.002216801],"category_scores_gemma":[0.0009726069,0.0001349745,0.0003300253,0.0006445312,0.0001818882,0.0001433864,0.0002917203,0.0002274934,0.000333555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065471,"about_ca_system_score_gemma":0.0002944025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694249,"about_ca_topic_score_gemma":0.005403703,"domain_scores_codex":[0.9997657,0.00003506014,0.00002796961,0.0000510677,0.0000777316,0.00004241416],"domain_scores_gemma":[0.9992884,0.00008984716,0.0003895673,0.0000330189,0.00008153589,0.0001177841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006816502,0.00001623203,0.9972785,0.00002032097,0.00005106849,0.0001180324,0.00003861191,0.00003401856,0.0005127565,0.00001391416,0.00009351762,0.001754803],"study_design_scores_gemma":[0.000001402617,0.00003613491,0.9992263,0.000009033279,0.0000149135,0.0003310888,0.00002987715,0.00001956872,0.00007377887,0.00001974307,0.0002370944,0.000001053025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953765,0.002724604,0.00006550218,0.00008245603,0.00001717161,0.000004315935,0.0005546783,0.000005286502,0.001169409],"genre_scores_gemma":[0.9986367,0.0003510129,0.00004067723,0.00001332327,0.00001440699,0.000002597561,0.0004279224,0.000001438045,0.0005119996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004694249,"threshold_uncertainty_score":0.009333849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063719169007055,"score_gpt":0.2694936159131604,"score_spread":0.2488564242230898,"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."}}