{"id":"W4212782205","doi":"10.1093/jcag/gwab049.099","title":"A100 A PROVINCIAL APPROACH TO ASSESSING ENDOSCOPY PATIENT EXPERIENCE ENHANCES SITE PARTICIPATION AND CANADA-GLOBAL RATING SCALE COMPLIANCE","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":"University of Calgary; Alberta Health; Alberta Health Services","funders":"","keywords":"Unit (ring theory); Medicine; Quality management; Scale (ratio); Rating scale; Endoscopy; Quality (philosophy); Patient satisfaction; Medical education; Family medicine; Business; Psychology; Nursing; Surgery; Marketing; Geography; Service (business)","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":[0.01905252,0.0003158862,0.0004717953,0.001253769,0.001661003,0.002244242,0.00140852,0.0003120982,0.004747752],"category_scores_gemma":[0.05784162,0.0003721061,0.0007918193,0.002346603,0.0008834654,0.0006563094,0.002858277,0.0008883267,0.0005899964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193782,"about_ca_system_score_gemma":0.03473029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4024365,"about_ca_topic_score_gemma":0.5359325,"domain_scores_codex":[0.9722843,0.01586724,0.001752803,0.001549289,0.006543297,0.002003032],"domain_scores_gemma":[0.9451045,0.01463097,0.009218052,0.005459265,0.01990886,0.005678308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001029368,0.001999046,0.6840842,0.0004554999,0.0001380555,0.0001427457,0.01393613,0.001601819,0.002679842,0.00104657,0.01669915,0.2761876],"study_design_scores_gemma":[0.0001847657,0.0009024498,0.9753442,0.0001386258,0.00006031898,0.00007690395,0.005162998,0.005266012,0.001568573,0.0003234296,0.01089959,0.00007206091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499264,0.0001496375,0.01217024,0.003108473,0.0000878296,0.004455755,0.001578982,0.0007401028,0.02778254],"genre_scores_gemma":[0.9696521,0.00008640942,0.0254455,0.0003029915,0.00001819037,0.001866623,0.0005232244,0.00004415727,0.002060883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5975635,"threshold_uncertainty_score":0.8001882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705298065494653,"score_gpt":0.3825280806375913,"score_spread":0.3154750999826448,"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."}}