{"id":"W4390063596","doi":"10.1053/j.gastro.2023.12.013","title":"Reply","year":2023,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Boston Scientific Corporation","keywords":"Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003493672,0.001133593,0.001669367,0.001234595,0.008344052,0.00831629,0.002550876,0.1056266,0.02122059],"category_scores_gemma":[0.02522648,0.001215353,0.00180048,0.0009765918,0.003197291,0.00394688,0.00393789,0.053905,0.01540173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005931649,"about_ca_system_score_gemma":0.007879983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499765,"about_ca_topic_score_gemma":0.0218967,"domain_scores_codex":[0.9966102,0.0006146777,0.0003591861,0.0005369124,0.0008512982,0.001027741],"domain_scores_gemma":[0.9923074,0.002820388,0.0006294596,0.0002665798,0.001677903,0.002298385],"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":[0.00003240242,0.00001326444,0.0005519331,0.00003395343,0.00001575822,0.001812206,0.0001720867,0.00003053555,0.00008158905,0.001130926,0.9939009,0.00222451],"study_design_scores_gemma":[0.00008412793,0.00003702037,0.001616933,0.000312068,0.00004748172,0.001917287,0.001043066,0.0001880057,0.0001630721,0.005010218,0.989491,0.00008971964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003695542,0.001052081,0.00006129192,0.9522358,0.04134914,0.00002026263,0.00007081802,0.00002820145,0.004812834],"genre_scores_gemma":[0.001446596,0.0003494345,0.00006013257,0.9728522,0.0131757,0.00002969814,0.00002385539,0.00001518273,0.01204718],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9787794,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000031659140611,"score_gpt":0.260686145852386,"score_spread":0.2406858292609799,"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."}}