{"id":"W3041019233","doi":"10.1055/s-0034-1392966","title":"Commentaire du travail de Mussetto A et al., pp. 917","year":2015,"lang":"fr","type":"letter","venue":"Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bowel preparation; Dosing; Resection; Nuclear medicine; Colonoscopy; Internal medicine; Surgery; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007956538,0.001014887,0.001440203,0.0001430037,0.0001549738,0.00009846681,0.0004938859,0.0007748724,0.006523848],"category_scores_gemma":[0.0002887798,0.0009320182,0.0005133341,0.0003721484,0.0003825033,0.000159809,0.0002450445,0.00245543,0.003552157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605947,"about_ca_system_score_gemma":0.001111616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536392,"about_ca_topic_score_gemma":0.0002078359,"domain_scores_codex":[0.994715,0.000808998,0.000725684,0.001049564,0.001141087,0.001559721],"domain_scores_gemma":[0.9969648,0.0007203198,0.0003047556,0.0009829646,0.0001675622,0.0008596383],"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":[0.000843895,0.0005646338,0.032561,0.0002613379,0.0007612432,0.00752917,0.0009842027,0.000003575796,0.0001936332,0.00004322495,0.9491261,0.00712793],"study_design_scores_gemma":[0.00794878,0.001822845,0.005719091,0.00128451,0.0007238399,0.000277351,0.0001756525,0.00008825806,0.0007610631,0.0000946434,0.9804623,0.0006417268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03868974,0.04244129,0.00008768259,0.8649346,0.006971737,0.001894683,0.0006839976,0.000286121,0.0440102],"genre_scores_gemma":[0.02681739,0.00617669,0.001841415,0.9389843,0.005365701,0.0006612886,0.001688705,0.0003025653,0.01816193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07404976,"threshold_uncertainty_score":0.9998459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937121411633899,"score_gpt":0.3247143021569913,"score_spread":0.2953430880406523,"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."}}