{"id":"W4408214726","doi":"10.1200/op-25-00035","title":"Treatment of Pleural Mesothelioma: ASCO Guideline Clinical Insights","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Guideline; Medicine; Mesothelioma; Oncology; Internal medicine; Intensive care medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563611,0.0001064414,0.0003606696,0.00008069816,0.00004552974,0.000002849945,0.00005161212,0.0001286935,0.0002046528],"category_scores_gemma":[0.0007078854,0.00007719503,0.0001396659,0.0001281951,0.0001556125,0.0001058455,0.00003785323,0.00008983276,0.0001121563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318549,"about_ca_system_score_gemma":0.0003276545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007960054,"about_ca_topic_score_gemma":0.00001162223,"domain_scores_codex":[0.998793,0.0001912187,0.0005510051,0.0002101836,0.0001437391,0.0001108587],"domain_scores_gemma":[0.99827,0.001129118,0.0002032064,0.0002260462,0.00007978966,0.00009183265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02351543,0.03956239,0.5855247,0.0001295729,0.002807093,0.001247795,0.0004280338,0.00005833675,0.003750762,0.009577324,0.090289,0.2431095],"study_design_scores_gemma":[0.003521998,0.002854582,0.2148893,0.00001335697,0.0008014988,0.0000643391,0.0002103538,0.0001289752,0.0004241202,0.0001638549,0.7768747,0.00005288425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7998018,0.003333882,0.0001825335,0.04105754,0.000824066,0.0006361296,0.00002531634,0.00005998542,0.1540788],"genre_scores_gemma":[0.9779482,0.001183103,0.00791012,0.006475959,0.0002729166,0.00003198899,0.00009689388,0.00001012367,0.006070716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6865857,"threshold_uncertainty_score":0.3147922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04374241656297242,"score_gpt":0.4724272024737539,"score_spread":0.4286847859107815,"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."}}