{"id":"W4411662604","doi":"10.1016/j.bja.2025.05.020","title":"Description and validation of the Postoperative Discharge Recovery State outcome: a patient-partnered population-based cohort study","year":2025,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Ottawa; Bruyère; Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; Providence Health Care; University of Manitoba; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; Ottawa Hospital; Institute for Clinical Evaluative Sciences","keywords":"Outcome (game theory); Cohort; Medicine; Psychology; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000527158,0.000104725,0.0004093567,0.0001612068,0.00009207006,0.00005532949,0.00006685575,0.00004353417,0.00001392041],"category_scores_gemma":[0.0003295118,0.00008639464,0.00014286,0.0002623644,0.00003787369,0.0002863957,0.00001857342,0.0002052319,4.003e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045395,"about_ca_system_score_gemma":0.0001500705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448146,"about_ca_topic_score_gemma":0.00009254737,"domain_scores_codex":[0.9983912,0.0002673228,0.0007559311,0.0001398274,0.0003313822,0.0001143643],"domain_scores_gemma":[0.9989105,0.00006315004,0.0004866504,0.0001525523,0.0003328107,0.0000543616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002737181,0.0003550783,0.9797155,0.00003212675,0.000105594,0.00005922276,0.0001314782,0.0001685007,0.0005063707,0.000003218225,0.0002310493,0.01841814],"study_design_scores_gemma":[0.0009833389,0.0006173326,0.9943994,0.0006775059,0.0001600718,0.0001495184,0.0001656315,0.00005052892,0.002598915,0.00007726398,0.00004807086,0.00007240502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979154,0.000334027,0.0004112298,0.0004125315,0.0002592573,0.0005998951,0.00001022822,0.000007090859,0.00005030836],"genre_scores_gemma":[0.9990864,0.00009015585,0.0002842322,0.0002976929,0.00001539015,0.000008548258,0.000008444871,0.00001146547,0.0001976867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01834574,"threshold_uncertainty_score":0.3523071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226084596666438,"score_gpt":0.2603793738649434,"score_spread":0.248118527898279,"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."}}