{"id":"W4401346185","doi":"10.1111/codi.17118","title":"Patient perspective on adapting to bowel dysfunction after rectal cancer surgery","year":2024,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Stoma care and complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Quality of life (healthcare); Colorectal cancer; Thematic analysis; Referral; General surgery; Context (archaeology); Cancer; Surgery; Intensive care medicine; Qualitative research; Internal medicine; Family medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003758873,0.0001280233,0.0001302026,0.0001749639,0.00006733025,0.00003627058,0.00002567257,0.00003329759,0.00052486],"category_scores_gemma":[0.0001841135,0.0001124527,0.0001763857,0.0003449743,0.00002488113,0.00005599315,0.00002911089,0.0001226623,0.0003598036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447505,"about_ca_system_score_gemma":0.0003122867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000988865,"about_ca_topic_score_gemma":0.00003072804,"domain_scores_codex":[0.9990667,0.00002487262,0.0001310246,0.0003723357,0.0002150954,0.0001900043],"domain_scores_gemma":[0.9992033,0.0001230874,0.00001622528,0.0001676292,0.0001401258,0.0003495958],"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":[0.04031526,0.002335926,0.1188693,0.0008775734,0.001057275,0.004846084,0.01372181,0.0003402068,0.009515235,0.008809126,0.3881932,0.411119],"study_design_scores_gemma":[0.0002071934,0.0005272024,0.9830953,0.0009172776,0.0003031944,0.0000213487,0.001260943,0.001136977,0.0007567119,0.0003100112,0.01114311,0.0003206904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866356,0.001876224,0.00006523894,0.004003609,0.000829259,0.0004671863,0.00009573621,0.0002301101,0.005797052],"genre_scores_gemma":[0.9964004,0.00001975812,0.00001964193,0.001695693,0.0003761932,0.001018583,0.00002533683,0.00002819782,0.0004162134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.864226,"threshold_uncertainty_score":0.5746849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625106116790629,"score_gpt":0.2938024975328536,"score_spread":0.2775514363649473,"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."}}