{"id":"W3198792488","doi":"10.1002/nop2.1044","title":"Algorithmic approaches to ostomy management: An integrative review","year":2021,"lang":"en","type":"review","venue":"Nursing Open","topic":"Stoma care and complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Royal Victoria Regional Health Centre; Queen's University","funders":"","keywords":"CINAHL; Computer science; MEDLINE; Critical appraisal; Systematic review; Data science; Algorithm; Management science; Medicine; Nursing; Psychological intervention; Alternative medicine; Pathology","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":[0.01234109,0.001389896,0.00253615,0.0152993,0.001171966,0.006425024,0.002442585,0.002331758,0.002427809],"category_scores_gemma":[0.04098008,0.0009395853,0.003125765,0.01128605,0.002860044,0.005459205,0.00296493,0.002592972,0.0004622619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004908977,"about_ca_system_score_gemma":0.01669651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003710424,"about_ca_topic_score_gemma":0.007004549,"domain_scores_codex":[0.989072,0.005755132,0.001932765,0.0006566352,0.002286388,0.0002971751],"domain_scores_gemma":[0.9523379,0.03880913,0.003290463,0.0006097176,0.004621514,0.0003313109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001164387,0.0001170019,0.001255539,0.2965958,0.001222675,0.0003821811,0.004113151,0.001430819,0.0004974979,0.02699787,0.009492117,0.6577789],"study_design_scores_gemma":[0.0000834789,0.0004516992,0.004584149,0.6842718,0.004122295,0.002308346,0.005739897,0.001080467,0.0005733023,0.01999796,0.2766519,0.0001347627],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005103223,0.9950064,0.001290757,0.001331622,0.0003025277,0.00009802463,0.00001408737,0.000008995465,0.001437248],"genre_scores_gemma":[0.006221008,0.9887596,0.003861836,0.0005704609,0.000265836,0.0001647789,0.00002242633,0.000005040925,0.0001288754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0152993,"threshold_uncertainty_score":0.06526667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4366907896662663,"score_gpt":0.4879673803703096,"score_spread":0.05127659070404328,"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."}}