{"id":"W3136374111","doi":"10.1097/sla.0000000000004832","title":"Rescue Improvement Conference","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality; Patient-Centered Outcomes Research Institute; U.S. Department of Veterans Affairs","keywords":"Medicine; Thematic analysis; Likert scale; Medical education; Patient safety; Qualitative property; Qualitative research; Health care; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470312,0.000112993,0.0004721443,0.0001136979,0.0000208861,0.00001047872,0.00003839242,0.00007326071,0.0006161953],"category_scores_gemma":[0.0005004668,0.0001060609,0.0002852055,0.0002466974,0.00005488148,0.0001072731,0.00005244109,0.0001189144,0.00004001505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008225554,"about_ca_system_score_gemma":0.000411786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002257338,"about_ca_topic_score_gemma":0.000005625566,"domain_scores_codex":[0.9987561,0.00003995494,0.0004232104,0.0002378419,0.0002746871,0.0002682735],"domain_scores_gemma":[0.9984798,0.0003290096,0.00009575034,0.0004232177,0.000543794,0.0001283845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000503729,0.0008898776,0.1340529,0.0008755859,0.0004965106,0.001443086,0.0001623411,0.000006409159,0.5291893,0.0005005523,0.129363,0.2025167],"study_design_scores_gemma":[0.0001128159,0.00004155708,0.06179788,0.0004360537,0.00001819557,0.00003937274,0.00005235027,0.00001046162,0.9241406,0.0002199695,0.01300747,0.0001233269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893064,0.001120836,0.0001512767,0.003684163,0.0004971405,0.00007103342,0.00001462364,0.00003690677,0.005117612],"genre_scores_gemma":[0.99191,0.001970804,0.0001915835,0.002780509,0.0001163363,0.00001158377,0.00003368456,0.00001633634,0.002969102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949513,"threshold_uncertainty_score":0.6746907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2236855868048465,"score_gpt":0.3534199233921445,"score_spread":0.129734336587298,"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."}}