{"id":"W7139731588","doi":"","title":"Epidemiology of Mesothelioma","year":2002,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004464307,0.0002438707,0.0002591019,0.004330122,0.0006008495,0.0008545198,0.0003942839,0.0004873707,0.002518222],"category_scores_gemma":[0.001548871,0.0004322838,0.0006161524,0.003631389,0.0002154349,0.0005229882,0.0007878243,0.0006038653,0.0004766669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008176616,"about_ca_system_score_gemma":0.000776818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02801557,"about_ca_topic_score_gemma":0.03052975,"domain_scores_codex":[0.9991541,0.0002135771,0.0001205226,0.000190721,0.000167337,0.000153693],"domain_scores_gemma":[0.9979807,0.0001399796,0.0009697433,0.0001871711,0.0003996857,0.0003228292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008101841,0.00002683921,0.9890998,0.00008221559,0.0001177329,0.0001940301,0.00007690366,0.0001172725,0.0008833834,0.0001992641,0.001104368,0.008017168],"study_design_scores_gemma":[8.151247e-7,0.00002300836,0.9981017,0.00002234509,0.00001693857,0.0003232196,0.00005032198,0.00007579894,0.00006454757,0.00003581332,0.001283274,0.000002243194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457428,0.03019273,0.001263557,0.001156008,0.0001258068,0.00008404857,0.01049441,0.0001360968,0.0108046],"genre_scores_gemma":[0.9909472,0.004443203,0.0003860327,0.00008785929,0.00007354716,0.00002544433,0.001726658,0.000009495076,0.002300568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02801557,"threshold_uncertainty_score":0.05570501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624640704753534,"score_gpt":0.3542788011615476,"score_spread":0.1918147306861942,"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."}}