{"id":"W3119717900","doi":"10.1111/codi.15525","title":"Optimizing discharge decision‐making in colorectal surgery: a prospective cohort study of discharge practices in a recently implemented enhanced recovery pathway","year":2021,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Prospective cohort study; Hospital discharge; Discharge planning; Cohort; Colorectal surgery; Emergency medicine; Surgery; General surgery; Internal medicine; Nursing; Abdominal surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001496778,0.000236389,0.000265354,0.0004756504,0.0007628942,0.001056799,0.0004382772,0.0005763862,0.001266724],"category_scores_gemma":[0.00470397,0.0003829594,0.0005575927,0.0006528716,0.0003654832,0.0008977712,0.0007205521,0.0009541529,0.0002277797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639615,"about_ca_system_score_gemma":0.001157157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008500225,"about_ca_topic_score_gemma":0.01088964,"domain_scores_codex":[0.9990487,0.0003041736,0.0001047471,0.0001654104,0.0001496061,0.0002273259],"domain_scores_gemma":[0.9975207,0.0004267844,0.001126948,0.000185626,0.0002067054,0.0005332053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007791035,0.0001931228,0.99826,0.000005438794,0.00001976748,0.00006375241,0.0005941553,0.00001789215,0.00008161035,0.00000913756,0.00003979515,0.0006374441],"study_design_scores_gemma":[0.00001480252,0.0006309942,0.9958974,0.00001218454,0.00001256794,0.0001719563,0.002845086,0.0002203123,0.00004349861,0.00001293988,0.000130278,0.000007973079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999889,0.00001488737,0.0000170107,0.0000121919,0.000001191827,0.000008207031,0.00002736483,3.779752e-7,0.00002984318],"genre_scores_gemma":[0.9997596,0.00003052079,0.00004911487,0.00001704297,0.000002140937,0.00001128564,0.00007022409,8.258054e-7,0.00005924898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008500225,"threshold_uncertainty_score":0.01690149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937505465400493,"score_gpt":0.3121852925733734,"score_spread":0.2928102379193685,"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."}}