{"id":"W3127557801","doi":"10.1016/j.athoracsur.2020.12.052","title":"Prognostic Role of PD-L1 in Malignant Pleural Mesothelioma: Unraveling the Complexity of the Tumor Microenvironment in Mesothelioma","year":2021,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Mesothelioma; BAP1; Pleural disease; Cancer research; Pathology; Immunohistochemistry; Tumor microenvironment; Fas ligand; Programmed cell death; Oncology; Internal medicine; Apoptosis; Respiratory disease; Tumor cells; Lung; Biology","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":[0.001065291,0.0003343427,0.0008340108,0.0004276712,0.0008530624,0.001104189,0.0006154203,0.006879799,0.0008981229],"category_scores_gemma":[0.005997848,0.0002775156,0.0004551486,0.000369077,0.0009178839,0.001163601,0.0003736323,0.006116647,0.0008011494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271977,"about_ca_system_score_gemma":0.0007626714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012956,"about_ca_topic_score_gemma":0.002269394,"domain_scores_codex":[0.9993006,0.0002776229,0.0001079562,0.00006800756,0.0001524048,0.00009346716],"domain_scores_gemma":[0.9973972,0.001545545,0.0001523938,0.0001217211,0.0004454172,0.0003377196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001570227,0.0002402141,0.1078528,0.0004356249,0.0001532848,0.08639429,0.0007906973,0.001025989,0.009516638,0.004616114,0.6482015,0.1392026],"study_design_scores_gemma":[0.0008260634,0.001067605,0.09921879,0.0008887895,0.0004572444,0.1794803,0.002140405,0.01525012,0.006698147,0.03025364,0.6634791,0.000239739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03157215,0.01099911,0.0004395665,0.9389175,0.01212506,0.00001825563,0.0001245045,0.00005495575,0.005748958],"genre_scores_gemma":[0.4678308,0.01240754,0.001518623,0.3412858,0.1688544,0.00006682603,0.0001850727,0.00004191224,0.00780916],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006879799,"threshold_uncertainty_score":0.009228885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028350052045522,"score_gpt":0.3225979959885587,"score_spread":0.2197629907840065,"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."}}