{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008112534,0.0001167402,0.0002192724,0.0003713543,0.0008348667,0.001057378,0.0003800836,0.0004931189,0.008226635],"category_scores_gemma":[0.01164837,0.00009280822,0.0003396029,0.000544854,0.0002871496,0.001070944,0.001276858,0.0009419134,0.0007732376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689796,"about_ca_system_score_gemma":0.001049289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654648,"about_ca_topic_score_gemma":0.010956,"domain_scores_codex":[0.9992255,0.0003023226,0.00006750582,0.00004836935,0.0001566557,0.000199671],"domain_scores_gemma":[0.9966784,0.0005184183,0.000746806,0.00005163469,0.0004541529,0.001550689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000418573,0.0004974914,0.6393165,0.0003914458,0.0001101907,0.001133175,0.0109438,0.00029967,0.0005250802,0.0003433495,0.08257058,0.2634501],"study_design_scores_gemma":[0.00007083507,0.001395953,0.8996937,0.00052716,0.00009216389,0.00311172,0.03149454,0.0003507318,0.0002769029,0.0004714178,0.06243616,0.00007875117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944382,0.006215407,0.000266378,0.02140339,0.0006340633,0.00006998787,0.0009607913,0.00007073754,0.0259972],"genre_scores_gemma":[0.9885125,0.004030911,0.000513009,0.003101396,0.0002006551,0.00004105904,0.0006326397,0.00001729279,0.002950441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008226635,"threshold_uncertainty_score":0.02752084,"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."}}