{"id":"W2020349243","doi":"10.1097/01.pas.0000165529.78945.dc","title":"Localized Malignant Mesothelioma","year":2005,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mesothelioma; Medicine; Pathology; Presentation (obstetrics); Pleural disease; Surgical pathology; Radiology; Respiratory disease; Lung; Internal medicine","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":[0.0001419374,0.0004474218,0.0003243805,0.0006595115,0.0006273166,0.0003585147,0.0002005675,0.000265183,0.002574495],"category_scores_gemma":[0.0009021987,0.0001711691,0.0003037077,0.000445574,0.0005532032,0.0003132268,0.0004918707,0.0003862664,0.001142417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434502,"about_ca_system_score_gemma":0.0001979196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004731802,"about_ca_topic_score_gemma":0.001029347,"domain_scores_codex":[0.9998275,0.00002072003,0.00001541698,0.00004400031,0.00002841491,0.0000639729],"domain_scores_gemma":[0.9993033,0.00008990697,0.0002851255,0.00009965205,0.00004399688,0.0001780102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005418594,0.00009868524,0.5646776,0.0008366498,0.0001630006,0.2537265,0.000771586,0.00030496,0.03837487,0.001249477,0.004154239,0.1351006],"study_design_scores_gemma":[0.00003784636,0.0002701075,0.2067685,0.0001247982,0.00009026819,0.7751608,0.0002655513,0.0002773811,0.004230682,0.0006698826,0.01208366,0.00002044259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590706,0.02430003,0.003564329,0.000422445,0.00009313181,0.00005831831,0.0003824767,0.0003374094,0.01177124],"genre_scores_gemma":[0.9964285,0.001990967,0.0003803688,0.0001044284,0.00007347805,0.000006763007,0.00009184606,0.000008608722,0.0009150191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002574495,"threshold_uncertainty_score":0.008612573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031583712506449,"score_gpt":0.2740203382948636,"score_spread":0.263704501169799,"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."}}