{"id":"W6904863817","doi":"10.14288/1.0418606","title":"Preparing for colorectal surgery: a qualitative study of experiences and preferences of patients in Western Canada","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Thematic analysis; Qualitative research; Colorectal surgery; Focus group; Health care; Coding (social sciences); Personalization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006110826,0.0006702196,0.001105521,0.001725269,0.02127625,0.0051542,0.002528006,0.001641015,0.004597814],"category_scores_gemma":[0.01001198,0.000747151,0.0005863441,0.003365601,0.00944822,0.001883087,0.004833925,0.003181514,0.0003616042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04999912,"about_ca_system_score_gemma":0.06370444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8604939,"about_ca_topic_score_gemma":0.9256884,"domain_scores_codex":[0.9934486,0.002699728,0.0002648655,0.0005105491,0.0007449897,0.002331182],"domain_scores_gemma":[0.9876404,0.005805041,0.0007877907,0.0002364535,0.002378147,0.003152156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004510096,0.00003141314,0.003622185,0.000142734,0.000004840046,0.0006808831,0.9916921,0.00003054149,0.0003665558,0.0003425299,0.0008014305,0.002239747],"study_design_scores_gemma":[0.000003018059,0.00001982895,0.001972914,0.0001261453,0.000003123023,0.00007944823,0.9942194,0.00003698976,0.00005811614,0.00004730039,0.003419425,0.00001434366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986966,0.001323204,0.0008346268,0.003596964,0.00008805523,0.0004379546,0.0006026706,0.00002222855,0.006128324],"genre_scores_gemma":[0.9923275,0.00112431,0.0006436849,0.001803177,0.00001902423,0.000336017,0.0001876311,0.0000336115,0.003524979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395061,"threshold_uncertainty_score":0.3627707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585364433414456,"score_gpt":0.3257487448171113,"score_spread":0.2898951004829667,"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."}}