{"id":"W4213104153","doi":"10.1093/jcag/gwab049.092","title":"A93 USEFULNESS OF A NOVEL SMARTPHONE APP IN GASTROINTESTINAL ENDOSCOPY TO TRACK PROCEDURE NUMBERS AND THERAPEUTIC INTERVENTIONS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Therapeutic endoscopy; Endoscopy; Medicine; Psychological intervention; Tracking (education); Medical physics; General surgery; Surgery; Psychology; Nursing","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":[0.001787927,0.0007622118,0.0004850306,0.0008365366,0.0002838974,0.0008754935,0.0005051674,0.0008785914,0.004831833],"category_scores_gemma":[0.00820097,0.0002211739,0.0005045184,0.0002753568,0.0001440998,0.0009271853,0.0006274544,0.000351421,0.001757154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794777,"about_ca_system_score_gemma":0.000276857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006248046,"about_ca_topic_score_gemma":0.001112546,"domain_scores_codex":[0.9989527,0.00040412,0.0001363281,0.0001713443,0.0002561746,0.00007926419],"domain_scores_gemma":[0.9929942,0.004286123,0.00070947,0.0002430854,0.001306041,0.0004610494],"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":[0.007210938,0.005271446,0.2383639,0.003495455,0.0003253079,0.002883453,0.004677967,0.0006217302,0.03103573,0.0002267825,0.02947885,0.6764084],"study_design_scores_gemma":[0.001410779,0.03505181,0.8555579,0.002408179,0.001462124,0.01046025,0.005563168,0.02610024,0.02409783,0.000579269,0.03670015,0.0006083519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785106,0.001098403,0.006942977,0.00107686,0.0003257738,0.001264805,0.001870253,0.002569681,0.006340563],"genre_scores_gemma":[0.9607019,0.0007964668,0.03130615,0.001069607,0.0002095742,0.001372225,0.0007784746,0.00006996009,0.003695572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004831833,"threshold_uncertainty_score":0.01616406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234956148455158,"score_gpt":0.2648115022562265,"score_spread":0.2424619407716749,"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."}}