{"id":"W2789752659","doi":"10.1093/jcag/gwy009.235","title":"A235 EXPLORING PATIENT FACTORS FOR CANCELLED OR MISSED APPOINTMENTS TO AN URGENT GASTROENTEROLOGY OUTPATIENT CLINIC.","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Referral; Emergency department; Outpatient clinic; Pediatrics; Demographics; Emergency medicine; Retrospective cohort study; Population; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071932,0.0001861509,0.0005564081,0.0006005675,0.0002472182,0.00003917239,0.0004832458,0.0001706213,0.0001697302],"category_scores_gemma":[0.001581166,0.0001343126,0.0002115515,0.0001903568,0.00005469999,0.0002703489,0.00008223699,0.000235862,0.00001213248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041728,"about_ca_system_score_gemma":0.0003439755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01568082,"about_ca_topic_score_gemma":0.6180136,"domain_scores_codex":[0.9975849,0.00013812,0.001096174,0.0002112848,0.0002967436,0.0006727864],"domain_scores_gemma":[0.9962523,0.00006797958,0.002156726,0.0002410553,0.001071733,0.0002101995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002000178,0.0001686915,0.9671916,0.00006245509,0.0002628765,0.000006068526,0.0006660902,0.00004469427,0.0001864546,0.0001301263,0.0280742,0.00120657],"study_design_scores_gemma":[0.008989017,0.02058581,0.4516386,0.0003464599,0.0003656801,0.00004402893,0.003828462,0.0003858511,0.0004629428,0.0005511553,0.5123823,0.0004196033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790215,0.000002492946,0.0001455902,0.01600614,0.004121718,0.0005971735,0.00003544488,0.00001187131,0.00005801227],"genre_scores_gemma":[0.9895445,0.000002241687,0.0002696739,0.009242643,0.0007539606,0.00003575977,0.000006907049,0.00002577858,0.0001185442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6023327,"threshold_uncertainty_score":0.9908739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06311795886309385,"score_gpt":0.2734653400940779,"score_spread":0.210347381230984,"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."}}