{"id":"W2106112273","doi":"10.1136/oem.2009.048629","title":"Surveillance of mesothelioma and workers' compensation in British Columbia, Canada","year":2010,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mesothelioma; Compensation (psychology); Medicine; Workers' compensation; Cancer registry; Indemnity; Asbestos; Work (physics); Cancer; Business; Actuarial science; Pathology; Internal medicine; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008360514,0.0000716295,0.0001892109,0.00002838174,0.00004684182,0.000005818658,0.00002470607,0.00003946934,0.0007539383],"category_scores_gemma":[0.00003357801,0.0000875079,0.00001264515,0.00005417877,0.0003209596,0.00004669288,0.00002677607,0.00009296419,9.259727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004523557,"about_ca_system_score_gemma":0.00004572198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4727232,"about_ca_topic_score_gemma":0.7925506,"domain_scores_codex":[0.9991911,0.00001382391,0.0002192874,0.0001793181,0.0002972407,0.00009925333],"domain_scores_gemma":[0.9996591,0.00007840346,0.00005871067,0.00007679239,0.000004675469,0.0001223797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007457541,0.00008348009,0.9876915,0.00003519114,0.00001132359,0.00001553654,0.00002074438,0.000001993505,0.00597482,0.000009051023,0.0004292817,0.005652493],"study_design_scores_gemma":[0.001258003,0.0001004734,0.9971648,0.00006969235,0.00001548065,0.00009031597,0.0002023331,0.0001300178,0.0000366704,0.00006665936,0.0007871271,0.00007837637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986259,0.0003604633,0.000002671611,0.0003815865,0.00007273687,0.0001559212,0.0001378865,0.000004121961,0.0002587006],"genre_scores_gemma":[0.9986749,0.00012878,0.0001562101,0.000295863,0.00006490004,0.000009098074,0.0003772086,0.000007460972,0.0002856329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198273,"threshold_uncertainty_score":0.8255096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004453539736454467,"score_gpt":0.2009081379948873,"score_spread":0.1964545982584328,"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."}}