{"id":"W4212885736","doi":"10.1093/jcag/gwab049.024","title":"A25 CRITICAL APPRAISAL OF GI ENDOSCOPY CLINICAL PRACTICE GUIDELINES DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Pandemic; Endoscopy; MEDLINE; Interim; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3510319,0.001533293,0.005253865,0.04061678,0.002782778,0.009306108,0.005423079,0.004846106,0.003908141],"category_scores_gemma":[0.7570099,0.001783874,0.007017007,0.02641976,0.003408372,0.009607655,0.006535456,0.004487243,0.0007756138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02698329,"about_ca_system_score_gemma":0.06774529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058241,"about_ca_topic_score_gemma":0.01572468,"domain_scores_codex":[0.4886268,0.3010822,0.1368702,0.007109192,0.06265988,0.003651707],"domain_scores_gemma":[0.1758799,0.4742837,0.135824,0.0110932,0.1950528,0.007866448],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00180524,0.0002841469,0.0315808,0.4244849,0.007855247,0.001286705,0.01792357,0.002374486,0.0006782394,0.005720624,0.08993346,0.4160727],"study_design_scores_gemma":[0.001764062,0.001473757,0.04879204,0.7883439,0.008706487,0.0008190636,0.01285658,0.002103535,0.0008501759,0.007266571,0.1265242,0.000499678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06265271,0.6209636,0.01311965,0.2099378,0.01700769,0.04045162,0.01071671,0.0003573812,0.02479269],"genre_scores_gemma":[0.565017,0.2501295,0.08699893,0.03746914,0.007021875,0.0430158,0.008665211,0.000181271,0.001501397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6489681,"threshold_uncertainty_score":0.8002932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841889047697365,"score_gpt":0.5154631057016821,"score_spread":0.3312742009319456,"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."}}