{"id":"W4403585013","doi":"10.1097/xcs.0000000000001218","title":"Surgical Recovery Through the Lens of Patients with Colorectal Disease: A Qualitative Study in an Enhanced Recovery after Surgery Setting","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Focus group; Perioperative; Psychological intervention; Colorectal surgery; Nonprobability sampling; Qualitative research; Nursing; Autonomy; Surgery; Population; Abdominal surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002081857,0.0003117897,0.00139883,0.000431418,0.00007136034,0.00002239509,0.0002635867,0.00004958475,0.00005461904],"category_scores_gemma":[0.0007491006,0.0001690636,0.0007405132,0.001919437,0.0006020932,0.000667692,0.000109604,0.0006322181,0.000001324895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235079,"about_ca_system_score_gemma":0.001200957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094423,"about_ca_topic_score_gemma":0.0002329098,"domain_scores_codex":[0.9952185,0.001522808,0.001474564,0.0003342277,0.001051453,0.0003985025],"domain_scores_gemma":[0.9918707,0.005552918,0.00139797,0.0005112202,0.0005231363,0.0001440338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06659766,0.004613257,0.9016778,0.0004481988,0.001993447,0.002001994,0.01591743,0.0004578547,0.0005865096,0.00002038794,0.002032179,0.003653285],"study_design_scores_gemma":[0.001466575,0.003563569,0.9687539,0.002923141,0.0005748096,0.00009154924,0.02063414,0.00002497271,0.0009756538,0.0002045188,0.0004388229,0.0003483385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964134,0.0004737113,0.00004540304,0.00106071,0.0007539662,0.0007055752,0.000438156,0.00001434807,0.00009473117],"genre_scores_gemma":[0.9992064,0.000156996,0.0001745499,0.0001315239,0.00009962601,0.00004018725,0.00000586794,0.0000542858,0.0001305678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06707612,"threshold_uncertainty_score":0.6894214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389852621769615,"score_gpt":0.2978570455266412,"score_spread":0.283958519308945,"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."}}