{"id":"W4297460201","doi":"10.1001/jamasurg.2022.4123","title":"Same-Day Discharge After Minimally Invasive Colectomy","year":2022,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Colectomy; General surgery; Laparoscopy; Surgery; Internal medicine; Ulcerative colitis","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":[0.000840943,0.0002034931,0.0002097553,0.0004397054,0.00190769,0.001385051,0.0009130629,0.000605466,0.004738842],"category_scores_gemma":[0.004360728,0.0001289952,0.0004583721,0.0002861199,0.0005523765,0.0009297924,0.003151115,0.002251374,0.0008627291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368185,"about_ca_system_score_gemma":0.005604915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916739,"about_ca_topic_score_gemma":0.009129117,"domain_scores_codex":[0.9987609,0.0003645543,0.0001074233,0.000110425,0.0002890117,0.000367728],"domain_scores_gemma":[0.996527,0.0002441115,0.0003584322,0.0001267871,0.0003802596,0.002363433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006492232,0.005538725,0.09377816,0.0009237571,0.0001193703,0.005563748,0.004661653,0.00202671,0.002533122,0.007227942,0.05691417,0.8200634],"study_design_scores_gemma":[0.0005942827,0.01288669,0.5879474,0.00410919,0.0001265484,0.01975456,0.02351181,0.004910357,0.00632465,0.01634541,0.3229948,0.0004942985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8092235,0.004292547,0.02286216,0.03761913,0.003672317,0.001906014,0.000387896,0.001248048,0.1187884],"genre_scores_gemma":[0.9547693,0.003755912,0.02166954,0.006831091,0.001096211,0.000432513,0.0006680525,0.0001328227,0.01064452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004738842,"threshold_uncertainty_score":0.01585299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132106189587117,"score_gpt":0.2346288435551132,"score_spread":0.2214182245964015,"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."}}