{"id":"W4390671861","doi":"10.1016/j.rmra.2023.11.027","title":"Essai randomisé contrôlé comparant l’association pembrolizumab plus chimiothérapie à la chimiothérapie seule dans le mésothéliome pleural avancé, non prétraité (essai IND. 227, IFCT-1901)","year":2024,"lang":"fr","type":"article","venue":"Revue des Maladies Respiratoires Actualités","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Gynecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001598667,0.001258224,0.002050944,0.0006115061,0.0008533702,0.0006359291,0.000580865,0.000845288,0.001627149],"category_scores_gemma":[0.0008035804,0.001220487,0.001115436,0.0009539672,0.001310031,0.001069619,0.0003131433,0.001195131,0.0007904425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003038022,"about_ca_system_score_gemma":0.0007607384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000653256,"about_ca_topic_score_gemma":0.0004845795,"domain_scores_codex":[0.9924306,0.001123521,0.001810523,0.001477959,0.001246714,0.001910661],"domain_scores_gemma":[0.9952968,0.002179736,0.0005639908,0.0008820438,0.0001632708,0.0009141241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06187614,0.01963153,0.178865,0.0932042,0.02718622,0.01219285,0.0678654,0.01890463,0.0710015,0.09979089,0.08445191,0.2650298],"study_design_scores_gemma":[0.05374009,0.001824552,0.5049951,0.01486707,0.003929038,0.00115127,0.002552411,0.03779282,0.00423693,0.003038508,0.3686148,0.003257406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437408,0.1191433,0.0008546581,0.004771822,0.00319053,0.002174288,0.002235878,0.00046416,0.02342456],"genre_scores_gemma":[0.9244711,0.008309504,0.0003928891,0.001001247,0.003120602,0.000354836,0.00075414,0.0002882958,0.06130739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3261302,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307998559384042,"score_gpt":0.2796009075065444,"score_spread":0.256520921912704,"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."}}