{"id":"W3170423482","doi":"10.1200/cci.21.00059","title":"Reply to A. Pfob et al","year":2021,"lang":"fr","type":"letter","venue":"JCO Clinical Cancer Informatics","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001259395,0.0007697967,0.001197344,0.00009616627,0.0001492157,0.0003422843,0.0009132954,0.001450199,0.0006162259],"category_scores_gemma":[0.002152079,0.0008212809,0.0009011492,0.0002992631,0.0003038961,0.00001834111,0.001280189,0.002180994,0.0004731929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359981,"about_ca_system_score_gemma":0.002751141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000336971,"about_ca_topic_score_gemma":0.0005137966,"domain_scores_codex":[0.9942874,0.0002329749,0.003075236,0.0007817706,0.0006114394,0.001011212],"domain_scores_gemma":[0.9952293,0.0006167145,0.0009839404,0.001806204,0.0007362131,0.0006275995],"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":[0.000119736,0.0001220656,0.001941428,0.0003208488,0.0003438405,0.00005598692,0.0002621647,0.0009321811,0.00005532751,0.0001397678,0.9762974,0.01940927],"study_design_scores_gemma":[0.001136745,0.0007930852,0.0005354855,0.0004231237,0.0002334797,0.0000331562,0.0001460356,0.0002779397,0.0005906426,0.00004298111,0.9947274,0.001059976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01452035,0.01040445,0.005171656,0.9335166,0.01659822,0.001196488,0.003525313,0.00004068461,0.01502626],"genre_scores_gemma":[0.0004519405,0.0376138,0.008347596,0.9356256,0.006816487,0.0001837192,0.002587357,0.0001245523,0.00824897],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02720935,"threshold_uncertainty_score":0.9998461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749457764559899,"score_gpt":0.3772042325455549,"score_spread":0.3297096548999559,"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."}}