{"id":"W1981077021","doi":"10.1002/ajim.20705","title":"Under‐reporting of compensable mesothelioma in Alberta","year":2009,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Cancer Foundation","funders":"","keywords":"Mesothelioma; Asbestos; Medicine; Workers' compensation; Compensation (psychology); Indemnity; Environmental health; Cancer registry; Family medicine; Actuarial science; Pathology; Population; Business","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":[0.000539829,0.0001083318,0.0007511527,0.0002449805,0.00001564745,0.000001755615,0.00008000461,0.00003800677,0.0002236266],"category_scores_gemma":[0.001599802,0.00007390495,0.00009393106,0.0004148187,0.0002778195,0.0000618561,0.000009294421,0.000244897,0.000002561424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008805602,"about_ca_system_score_gemma":0.0001533891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007787938,"about_ca_topic_score_gemma":0.00001134247,"domain_scores_codex":[0.9976844,0.00004752243,0.00157322,0.00009349016,0.0004516878,0.0001497366],"domain_scores_gemma":[0.9973093,0.0001861481,0.002115966,0.0001126296,0.00008755421,0.0001883539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003753581,0.0007957555,0.6772617,0.00001042968,0.000146696,0.0003233085,0.0003408197,0.0003097697,0.01612207,0.0003344817,0.002801367,0.2978001],"study_design_scores_gemma":[0.01213869,0.01903845,0.9532095,0.003823653,0.0004303362,0.001282534,0.004194675,0.00006837847,0.003621099,0.0005965485,0.001371991,0.0002241043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836122,0.0001584914,0.00002096009,0.01405996,0.0001209086,0.00009874063,0.000001325208,0.000002654994,0.001924791],"genre_scores_gemma":[0.9977502,0.0000411945,0.0003331093,0.00124705,0.0005446805,4.005735e-7,0.000004839329,0.000007218558,0.00007131119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297576,"threshold_uncertainty_score":0.3013756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674269071013989,"score_gpt":0.3208947993673771,"score_spread":0.2741521086572373,"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."}}