{"id":"W4323350924","doi":"10.1093/jcag/gwac036.142","title":"A142 APPROPRIATENESS OF POST-ENDOSCOPY CARE IN PATIENTS PRESENTING WITH FOOD BOLUS IMPACTIONS OVERNIGHT: A POPULATION-BASED MULTICENTER COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Endoscopy; Odds ratio; Confidence interval; Cohort; Population; Bolus (digestion); Impaction; Cohort study; Retrospective cohort study; Internal medicine; Surgery; Pediatrics; Environmental health","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":[0.001033877,0.0003544925,0.000497839,0.0008257897,0.000711728,0.001113377,0.0006808018,0.0006321592,0.002049698],"category_scores_gemma":[0.003242075,0.0004501828,0.0008431704,0.001744288,0.0003878743,0.0007236556,0.0007431549,0.0006889396,0.0003272637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009244076,"about_ca_system_score_gemma":0.001054124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840607,"about_ca_topic_score_gemma":0.03074685,"domain_scores_codex":[0.9989175,0.0002558733,0.0001271152,0.0003164804,0.0001884875,0.0001946147],"domain_scores_gemma":[0.9970094,0.00033828,0.001554416,0.0002216383,0.0003339657,0.0005423523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000431442,0.00002203794,0.9996024,0.000004098677,0.00003001467,0.00003012468,0.00003713043,0.00000802776,0.00003909112,0.000003662175,0.00005087684,0.0001293819],"study_design_scores_gemma":[0.00001329435,0.00009993913,0.9991762,0.000007049171,0.0000269701,0.000150616,0.0002792505,0.0001495088,0.00001573775,0.000005733417,0.00007138882,0.000004379452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992655,0.00006192975,0.00003103702,0.00002610431,0.000003181694,0.00001782235,0.0004417646,0.000001591453,0.0001510239],"genre_scores_gemma":[0.9993974,0.00004517969,0.00005161784,0.0000293685,0.000008358446,0.00001784124,0.0004022429,0.000001590871,0.00004631271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02840607,"threshold_uncertainty_score":0.05648148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006513117509007559,"score_gpt":0.2386630037024918,"score_spread":0.2321498861934843,"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."}}