{"id":"W3016754864","doi":"10.1016/j.jtho.2020.03.014","title":"Malignant Mesothelioma In Situ: Clinical and Pathologic Implications","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Vancouver General Hospital; University Health Network; University of British Columbia; University of British Columbia Hospital","funders":"University of British Columbia","keywords":"Medicine; Mesothelioma; Peritoneal mesothelioma; Radiation therapy; Chemotherapy; Guideline; Oncology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005910114,0.0004387531,0.0002875647,0.001128237,0.0007599088,0.001119979,0.0003559834,0.00089872,0.001289097],"category_scores_gemma":[0.002448662,0.0002139475,0.0002147491,0.0006734161,0.001223266,0.0006918738,0.0005164271,0.0005988054,0.0003406644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314922,"about_ca_system_score_gemma":0.0002928963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644972,"about_ca_topic_score_gemma":0.0005935981,"domain_scores_codex":[0.9997645,0.00006185388,0.00002900584,0.00002998615,0.00005476971,0.00005986924],"domain_scores_gemma":[0.9989121,0.0004852738,0.000271182,0.00007029088,0.00009981063,0.0001613807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093087,0.0001676507,0.5974984,0.0003537406,0.00007778383,0.2961191,0.0009116275,0.000699016,0.06240389,0.002850281,0.00142762,0.03639789],"study_design_scores_gemma":[0.00006221862,0.0004919439,0.3742206,0.0001226764,0.0002428048,0.5937623,0.003774322,0.002291455,0.0118482,0.004369131,0.008777646,0.00003673445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765652,0.009453457,0.0009191586,0.002027841,0.0001534288,0.00003130029,0.0001334441,0.00005519987,0.01066097],"genre_scores_gemma":[0.9982257,0.001109657,0.0001995396,0.00006395508,0.0002016507,0.000003371312,0.00002392335,0.000002433871,0.0001696449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001289097,"threshold_uncertainty_score":0.004312456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0660731549737947,"score_gpt":0.454746542309015,"score_spread":0.3886733873352203,"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."}}