{"id":"W4394989656","doi":"10.1016/j.cllc.2024.04.011","title":"Immediate Versus Deferred Systemic Therapy in Patients With Mesothelioma","year":2024,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Oakville-Trafalgar Memorial Hospital; University Health Network","funders":"Swiss Cancer Research Foundation","keywords":"Medicine; Mesothelioma; Systemic therapy; Lung cancer; Internal medicine; Intensive care medicine; Oncology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006791846,0.0002602006,0.001013778,0.0001614169,0.0002287927,0.0005601819,0.0002752516,0.0003758144,0.0009934992],"category_scores_gemma":[0.001763846,0.0001208537,0.0006516541,0.0001812953,0.00036455,0.0004221355,0.000259825,0.001034397,0.0001097211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886826,"about_ca_system_score_gemma":0.0004920294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005460255,"about_ca_topic_score_gemma":0.001690249,"domain_scores_codex":[0.9997552,0.00009784882,0.00001649307,0.00004700688,0.00002282214,0.00006075873],"domain_scores_gemma":[0.9992759,0.0003607772,0.00008818762,0.00003890403,0.00001893566,0.0002173241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5395392,0.004149236,0.1316568,0.001117818,0.0009999218,0.001267367,0.0005139196,0.00431805,0.0123967,0.0006186279,0.002010727,0.3014116],"study_design_scores_gemma":[0.03359494,0.3299015,0.6099964,0.0004539478,0.002583895,0.00306452,0.000853085,0.005928638,0.004262182,0.001790283,0.00749862,0.00007193438],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902325,0.007698041,0.0002118027,0.0002639064,0.0001346952,0.00003647398,0.00006860774,0.000009784562,0.001344317],"genre_scores_gemma":[0.9985362,0.0009191745,0.000113043,0.0001173574,0.00008664046,0.00001510042,0.00005664485,0.00000171852,0.0001540119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013778,"threshold_uncertainty_score":0.003591895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811254861091702,"score_gpt":0.3729811924608843,"score_spread":0.3448686438499673,"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."}}