{"id":"W2044016668","doi":"10.1200/jco.2014.57.9235","title":"Reply to P. Niravath et al","year":2014,"lang":"fr","type":"letter","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02827591,0.0005537798,0.006503853,0.0004759184,0.00009940023,0.00003901246,0.001033069,0.001649139,0.00135695],"category_scores_gemma":[0.07307661,0.0003924057,0.001904506,0.0003238773,0.00105307,0.0001425376,0.0005843272,0.01524216,0.001580576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536283,"about_ca_system_score_gemma":0.01012252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139383,"about_ca_topic_score_gemma":0.00006425432,"domain_scores_codex":[0.9839361,0.004689706,0.007169331,0.0007366572,0.002161832,0.001306372],"domain_scores_gemma":[0.9663125,0.02380052,0.004877406,0.0008675633,0.002452217,0.001689774],"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":[0.003856055,0.0007861989,0.008999998,0.0002436764,0.002360949,0.01113075,0.0001898681,0.00001481224,0.00002499785,0.0001165898,0.8885998,0.08367638],"study_design_scores_gemma":[0.007054048,0.04888086,0.02095829,0.001804777,0.0009740059,0.001513045,0.00005981967,0.00001754003,0.000007738699,0.0002584212,0.9181659,0.0003055805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002465773,0.0051858,0.0005658738,0.943619,0.02110915,0.0005930195,0.00001728726,0.00001499589,0.02642909],"genre_scores_gemma":[0.001520529,0.009945345,0.005168307,0.9120736,0.05291278,0.00001646102,0.000008278936,0.00009157717,0.01826311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0833708,"threshold_uncertainty_score":0.9998528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446576193917047,"score_gpt":0.5869392432318591,"score_spread":0.3422816238401544,"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."}}