{"id":"W4385330403","doi":"10.1111/codi.16665","title":"An online educational and supportive care application for rectal cancer survivors with low anterior resection syndrome: A mixed methods pilot study","year":2023,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Hamilton General Hospital; McGill University; Western University; Jewish General Hospital; Montreal General Hospital; McMaster University","funders":"","keywords":"Medicine; Thematic analysis; Colorectal cancer; Ileostomy; Quality of life (healthcare); Physical therapy; Cancer; Qualitative research; Surgery; Internal 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":[0.000204324,0.0002590074,0.0003879317,0.0002118503,0.0001913187,0.00003299039,0.00008424574,0.00004332937,0.00006458922],"category_scores_gemma":[0.0001711539,0.0002145203,0.00006700015,0.0007358694,0.0001166763,0.0001515785,0.00005032158,0.0001170927,0.000006075108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899239,"about_ca_system_score_gemma":0.0005495105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007074786,"about_ca_topic_score_gemma":0.00517226,"domain_scores_codex":[0.9981955,0.000197292,0.000267426,0.0007213836,0.000299166,0.0003192356],"domain_scores_gemma":[0.9985067,0.0002435498,0.0001144951,0.0002651234,0.0003379841,0.0005321686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05313828,0.006291051,0.8755283,0.0007650273,0.0005032026,0.0002049082,0.001941206,0.00004550475,0.006782145,0.00001308091,0.00008983233,0.05469746],"study_design_scores_gemma":[0.003173988,0.01679553,0.9750112,0.0001209394,0.0004313525,0.00002910031,0.002135097,0.001476669,0.0004956016,0.00005803823,0.00003988353,0.0002326476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937317,0.0003475226,0.000127634,0.0003065827,0.0003002277,0.004256722,0.0007183592,0.000182663,0.00002860106],"genre_scores_gemma":[0.9914242,0.00004069357,0.0006223249,0.00004310707,0.0001444478,0.006179366,0.001358226,0.00005971655,0.0001279176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09948285,"threshold_uncertainty_score":0.8747886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571507710834165,"score_gpt":0.3964650619322836,"score_spread":0.3607499848239419,"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."}}