{"id":"W3045705065","doi":"10.5271/sjweh.3910","title":"Author's reply","year":2020,"lang":"en","type":"letter","venue":"Scandinavian Journal of Work Environment & Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesothelioma; Asbestos; Incidence (geometry); Medicine; Population; Logistic regression; Demography; Pathology; Internal medicine; Environmental health; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002650277,0.000433338,0.001057487,0.0001917022,0.0001622775,0.00002825829,0.0002489026,0.0002331277,0.001771157],"category_scores_gemma":[0.00003429266,0.0003590683,0.0005570185,0.0001561869,0.0001969927,0.00009229771,0.00007751119,0.002305755,0.000420762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140971,"about_ca_system_score_gemma":0.0002915426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009462637,"about_ca_topic_score_gemma":7.373023e-8,"domain_scores_codex":[0.9963529,0.0001842831,0.001152959,0.0004218114,0.001345479,0.0005425836],"domain_scores_gemma":[0.9974006,0.00007041852,0.001298929,0.0004090718,0.00001459278,0.0008064134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004256714,0.0001681594,0.06866136,0.00036696,0.0002009633,0.002054221,0.00008646995,0.00001376456,0.000006586681,0.000001339177,0.9232593,0.004755186],"study_design_scores_gemma":[0.0008480008,0.001792241,0.1451858,0.001300139,0.0002687474,0.0004216993,0.00002855101,0.000001258523,0.000006814995,0.0001152156,0.8497854,0.0002460679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002029942,0.005115141,0.0001124494,0.9913656,0.0005598532,0.0004438724,0.00008981277,0.0000214626,0.0002618502],"genre_scores_gemma":[0.01981186,0.001828947,0.002339331,0.9622622,0.007357148,0.000009679045,0.0004685816,0.0001206966,0.005801586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07652444,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631142458835066,"score_gpt":0.2753671736203627,"score_spread":0.2490557490320121,"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."}}