{"id":"W4403419720","doi":"10.1016/j.jtho.2024.09.744","title":"P4.14C.03 Real-World Prognostic &amp; Predictive Implications of EORTC &amp; MRS Scores for Immunotherapy and Chemotherapy in Pleural Mesothelioma (PM)","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Place Centre; Surrey Memorial Hospital","funders":"","keywords":"Medicine; Mesothelioma; Immunotherapy; Chemotherapy; Oncology; Internal medicine; Pathology; Cancer","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":[0.0008295078,0.0004011891,0.0002165765,0.0006101566,0.0005241967,0.00109593,0.0005820936,0.0006493658,0.01381243],"category_scores_gemma":[0.006064571,0.000144881,0.0004523547,0.000808007,0.0004473193,0.0005898499,0.0006623802,0.0007468499,0.00180063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220106,"about_ca_system_score_gemma":0.0007837401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467765,"about_ca_topic_score_gemma":0.007184878,"domain_scores_codex":[0.9996334,0.0001117082,0.00003529377,0.0000633699,0.00006777804,0.00008842073],"domain_scores_gemma":[0.9977176,0.0005919175,0.0007388449,0.0001209744,0.0003800445,0.000450686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007197527,0.00004290233,0.9829344,0.00002844246,0.000119384,0.0001771573,0.00003305076,0.0004335226,0.0004113662,0.0001680774,0.005358975,0.009573],"study_design_scores_gemma":[0.00008281748,0.0002071564,0.9875554,0.00004938857,0.0001996283,0.001051148,0.0001978539,0.003393273,0.0007241574,0.001019642,0.005493146,0.00002632927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975565,0.000732932,0.001073608,0.001922997,0.0002571852,0.00003594605,0.01277167,0.0001042856,0.007536456],"genre_scores_gemma":[0.9948114,0.00006508204,0.000648242,0.0001383819,0.0000932226,0.00002923328,0.002732855,0.00003094755,0.001450544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381243,"threshold_uncertainty_score":0.04620713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087979366233211,"score_gpt":0.4162864778492585,"score_spread":0.3854066841869264,"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."}}