{"id":"W2109571740","doi":"10.1002/ajim.22180","title":"Short, fine and WHO asbestos fibers in the lungs of quebec workers with an asbestos‐related disease","year":2013,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Institut National de Santé Publique du Québec","funders":"","keywords":"Chrysotile; Asbestos; Medicine; Asbestosis; Mesothelioma; Tremolite; Asbestos fibers; Environmental health; Lung cancer; Fiber; Lung disease; Lung; Pathology; Internal medicine; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139222,0.0001660236,0.0005133803,0.0001787728,0.00003268025,0.000007493995,0.0001266634,0.00004280727,0.0002402169],"category_scores_gemma":[0.0001986065,0.00008598258,0.000054723,0.0003969745,0.001050613,0.0001931209,0.00001443288,0.000388168,0.000001431863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006152745,"about_ca_system_score_gemma":0.0001882888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004732693,"about_ca_topic_score_gemma":0.0001980237,"domain_scores_codex":[0.9983798,0.0001283127,0.0005752558,0.0001445442,0.0005983725,0.0001737495],"domain_scores_gemma":[0.9987552,0.0001959498,0.0003575725,0.0001813853,0.00006758178,0.0004422649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002502473,0.0002517181,0.8894105,0.000008134515,0.0001081988,0.0001469906,0.0004711717,0.00005528759,0.00010549,0.00001571793,0.001706946,0.1052174],"study_design_scores_gemma":[0.003190815,0.005763734,0.9850078,0.001242056,0.0004206096,0.0001714795,0.003855421,0.00004410551,0.00001375252,0.00002237062,0.0001654746,0.0001023493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991925,0.0002913486,0.000005522595,0.007198838,0.00007009352,0.0003452594,0.000005225117,0.000004325486,0.0001543679],"genre_scores_gemma":[0.9988245,0.0000555921,0.0000897784,0.0005319724,0.0003722046,0.000007969937,0.00001989422,0.00001476002,0.00008334085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105115,"threshold_uncertainty_score":0.7154447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561562461989236,"score_gpt":0.2542802744909968,"score_spread":0.2386646498711045,"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."}}