{"id":"W2618712279","doi":"10.1097/won.0000000000000341","title":"Improving Experience of Patients With Rectal Cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Cancer; Medicine; Colorectal cancer; General surgery; Internal medicine","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":[0.0005949693,0.00008408621,0.0002578119,0.00007714688,0.001107848,0.00003188715,0.0002180988,0.00007526,0.00005807801],"category_scores_gemma":[0.0004292883,0.00005806326,0.00002826391,0.00005033306,0.0002726885,0.0004567151,0.00003099492,0.0005262293,0.000001131032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000821252,"about_ca_system_score_gemma":0.0005136061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259522,"about_ca_topic_score_gemma":0.00004642161,"domain_scores_codex":[0.9986457,0.0001016863,0.0004549767,0.0001108911,0.0003312429,0.0003555627],"domain_scores_gemma":[0.997789,0.000179018,0.001040817,0.0001726396,0.0006146113,0.0002039201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005996514,0.00004878192,0.8804392,0.0001314933,0.000007704303,0.000004322106,0.006354395,5.090469e-7,0.0005383372,0.00004050248,0.0001438326,0.1116912],"study_design_scores_gemma":[0.00195699,0.000385285,0.9889054,0.003126023,0.00002006759,0.000004088945,0.002943594,0.00005860464,0.0003164645,0.00006205828,0.00212459,0.00009678708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962705,0.0003894225,0.0002698535,0.001214318,0.0005619614,0.0002015327,0.000003543204,0.000002838796,0.001086064],"genre_scores_gemma":[0.9987818,0.00009971575,0.0005312323,0.000101242,0.0002320437,0.000005810322,2.729482e-7,0.000008138714,0.0002397228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115944,"threshold_uncertainty_score":0.8520783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309124346153153,"score_gpt":0.4317332061072011,"score_spread":0.4008207714918858,"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."}}