{"id":"W2166536412","doi":"10.1200/jco.2011.38.6672","title":"Reply to P.G. Tsoutsou et al and A.H. Trainer et al","year":2011,"lang":"fr","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01744614,0.00025252,0.002161385,0.0002023444,0.00005879112,0.00001791668,0.0002919264,0.0003129628,0.001009251],"category_scores_gemma":[0.02390034,0.0001824959,0.0005160841,0.0002012967,0.0009752757,0.000229798,0.0003343619,0.003002527,0.0001461152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298516,"about_ca_system_score_gemma":0.003345225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127958,"about_ca_topic_score_gemma":0.0002226126,"domain_scores_codex":[0.9933534,0.001893215,0.002896241,0.0004076916,0.0007555407,0.0006939003],"domain_scores_gemma":[0.9908132,0.005383461,0.001177858,0.0003191782,0.0008092204,0.001497087],"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":[0.006578634,0.001520379,0.03063108,0.00004853283,0.001096105,0.003020526,0.002892908,0.000002457185,0.00006676375,0.001065648,0.8271615,0.1259155],"study_design_scores_gemma":[0.006286905,0.02792529,0.1786675,0.0003997529,0.000319486,0.0008485297,0.0005804788,0.00001815952,0.00001586878,0.0004886079,0.7843158,0.0001336223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08466159,0.01368692,0.0002981013,0.8622751,0.007222474,0.0003608345,0.00001931439,0.00001163733,0.03146404],"genre_scores_gemma":[0.1596227,0.0293141,0.01207516,0.7899305,0.002468721,0.0000105527,0.000001179817,0.00005150121,0.006525612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1480365,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.320163013477212,"score_gpt":0.5827577782536111,"score_spread":0.2625947647763991,"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."}}