{"id":"W4391252904","doi":"10.54097/mnv3se19","title":"Pneumoconiosis and Silicosis: Recent Trend and Public Health Responses","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Silicosis; Pneumoconiosis; Public health; Environmental health; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069058,0.0001048799,0.0002076719,0.001897092,0.0007778309,0.00001925024,0.0001501101,0.0001470971,0.000005640738],"category_scores_gemma":[0.001097403,0.00008726557,0.000005318755,0.003045301,0.0004127724,0.0001489303,0.0002478782,0.0003994746,0.00002954913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209544,"about_ca_system_score_gemma":0.0004534724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006652597,"about_ca_topic_score_gemma":0.0001373328,"domain_scores_codex":[0.9981152,0.0000810145,0.000308547,0.0003960021,0.0002216392,0.0008775765],"domain_scores_gemma":[0.9987709,0.0006292657,0.00004827826,0.0001903188,0.00006739952,0.0002938527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007925905,0.00008727997,0.3455233,0.0008312895,0.00001252634,0.00003480928,0.004002319,0.00002155193,0.007901665,0.4244625,0.0008736387,0.2161699],"study_design_scores_gemma":[0.0008680536,0.0003357606,0.8050311,0.0002700466,0.000001697185,0.00002091235,0.001943491,0.006763585,0.0001682122,0.001275098,0.1830715,0.0002505931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087968,0.0010943,0.00001186517,0.08912259,0.0002218732,0.0003374515,0.00001264269,0.0002806665,0.0001218334],"genre_scores_gemma":[0.9864292,0.01276008,0.0003676182,0.0001246869,0.00003038911,0.000174699,0.000002804295,0.000009315725,0.0001012461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4595078,"threshold_uncertainty_score":0.5982525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07812883317747876,"score_gpt":0.416304977180043,"score_spread":0.3381761440025642,"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."}}