{"id":"W4213172809","doi":"10.1093/jcag/gwab049.111","title":"A112 VIDEO CAPSULE ENDOSCOPY REGISTRY OF ONTARIO (VCERO) - RETROSPECTIVE PHASE (NORTHERN ONTARIO REGION)","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; McMaster University; Western University","funders":"","keywords":"Capsule endoscopy; Medicine; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002170151,0.0004223303,0.0004880504,0.003133599,0.001506383,0.001209072,0.0009124168,0.0002320904,0.003505735],"category_scores_gemma":[0.006326014,0.000557774,0.0005009773,0.006018667,0.0007188935,0.0006907347,0.001367169,0.0002317012,0.0008319772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01745113,"about_ca_system_score_gemma":0.03540638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9001132,"about_ca_topic_score_gemma":0.9268888,"domain_scores_codex":[0.9970447,0.000284034,0.0002902258,0.0005037132,0.001262912,0.0006143905],"domain_scores_gemma":[0.9912907,0.0005367568,0.00267718,0.0007566695,0.003731077,0.001007644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003238587,0.00005537173,0.9828378,0.0002981305,0.00006141929,0.0002651994,0.001168367,0.0001575851,0.0004568617,0.0002491068,0.00452652,0.009599824],"study_design_scores_gemma":[0.00003385865,0.0001069411,0.9936119,0.00005642052,0.00002986788,0.0001385479,0.0007922983,0.000130387,0.0001312707,0.00001691031,0.004940829,0.0000108667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252861,0.0009567242,0.001160278,0.0002958016,0.00002774638,0.002871918,0.05919182,0.0000634277,0.01014621],"genre_scores_gemma":[0.9559197,0.001061146,0.001534641,0.0002150167,0.00003870745,0.002076208,0.03425166,0.00003531574,0.004867578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09988678,"threshold_uncertainty_score":0.20095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254510255982174,"score_gpt":0.2345671205919567,"score_spread":0.222022018032135,"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."}}