{"id":"W410570974","doi":"","title":"L’endoscopie et l’assurance de la qualite –Ca y est !.","year":2007,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Gynecology; Art","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"],"consensus_categories":[],"category_scores_codex":[0.00389352,0.000244381,0.0003082866,0.0001073422,0.0001015122,0.00008286285,0.0001170214,0.0002967607,0.0002751497],"category_scores_gemma":[0.001061081,0.0002641226,0.0001631216,0.0003996464,0.0002309754,0.0001718486,0.00003577179,0.0006819266,0.00008409437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302819,"about_ca_system_score_gemma":0.0005592888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164206,"about_ca_topic_score_gemma":0.001485449,"domain_scores_codex":[0.9957309,0.0003093642,0.0003710201,0.0003626139,0.0003717759,0.002854344],"domain_scores_gemma":[0.9977206,0.0007034704,0.000115184,0.0002594708,0.00004570498,0.001155586],"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":[0.007225831,0.0005914745,0.3504646,0.0006918166,0.0002944992,0.0008145552,0.004646161,0.0003287454,0.0009639243,0.01054499,0.01340313,0.6100303],"study_design_scores_gemma":[0.001725303,0.0003156177,0.7427297,0.0002667418,0.0001201361,0.0002937456,0.0002837536,0.0003157464,0.003789419,0.0001912727,0.2497512,0.0002174268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049048,0.03693865,0.02442812,0.005025883,0.01253653,0.0007387121,0.00006298618,0.0002591296,0.1151052],"genre_scores_gemma":[0.9852682,0.001225397,0.001250771,0.000932974,0.003929876,0.0000611237,0.00001866115,0.00004229753,0.007270674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6098129,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171061585732586,"score_gpt":0.2959766268432823,"score_spread":0.2788704682700237,"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."}}