{"id":"W4223524011","doi":"10.1111/codi.16143","title":"Effectiveness of a rectal cancer education video on patient expectations","year":2022,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"St. Paul's Foundation","keywords":"Medicine; Sexual function; Colorectal cancer; Patient satisfaction; Modalities; Urination; Bowel function; Defecation; Quality of life (healthcare); Bowel management; Patient education; Urinary system; Physical therapy; Cancer; General surgery; Family medicine; Surgery; Internal medicine; Nursing; Constipation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005805961,0.0000920438,0.0001493621,0.0001092743,0.0001119456,0.000004647656,0.0000510207,0.00001528177,0.0005607969],"category_scores_gemma":[0.00008873625,0.00009203573,0.0001218314,0.0003139196,0.00003597622,0.00002987179,0.00004328477,0.0001092762,0.000006223393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738754,"about_ca_system_score_gemma":0.0008012585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467707,"about_ca_topic_score_gemma":0.00004905891,"domain_scores_codex":[0.9990827,0.0001688699,0.0001255079,0.0002145631,0.000294803,0.0001135566],"domain_scores_gemma":[0.999399,0.0001071978,0.00005968901,0.0001588537,0.0001018778,0.0001733525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1309213,0.01932636,0.4369416,0.005326384,0.0007978688,0.0002757637,0.03375993,0.003622014,0.09825965,0.007904847,0.01589378,0.2469705],"study_design_scores_gemma":[0.001437806,0.002300869,0.9744235,0.0003945898,0.0002760437,0.000008019312,0.005676508,0.0002034659,0.01193955,0.0004003862,0.002668773,0.0002704537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943778,0.0012479,0.000004903071,0.0001585433,0.001062646,0.0006609617,0.0002176499,0.00003720641,0.002232427],"genre_scores_gemma":[0.9971214,0.000009082035,0.000004186328,0.0001700951,0.00004396988,0.002378888,0.0001521375,0.00001724153,0.0001029906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.537482,"threshold_uncertainty_score":0.6140333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008223071887367726,"score_gpt":0.291677854874424,"score_spread":0.2834547829870563,"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."}}