{"id":"W4388680718","doi":"10.1111/iwj.14456","title":"Changes in the quality of life of adults with an ostomy during the first year after surgery as part of the Best Practice Spotlight Organisation® Programme","year":2023,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Quality (philosophy); General surgery; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007411166,0.000197846,0.0004219667,0.0006879658,0.0004198164,0.0007828608,0.0002109965,0.0004183456,0.0009922879],"category_scores_gemma":[0.002533008,0.0001509466,0.0007287136,0.0006735884,0.0002437754,0.0004993306,0.0005017235,0.0006727877,0.0002001317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899299,"about_ca_system_score_gemma":0.0002908294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356672,"about_ca_topic_score_gemma":0.005395417,"domain_scores_codex":[0.9995282,0.0001001746,0.00006220076,0.00007100643,0.0001155082,0.000122967],"domain_scores_gemma":[0.9981092,0.0002118156,0.001018332,0.00005924376,0.0001864137,0.0004149391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009394887,0.00005663495,0.998594,0.000007608803,0.00002624107,0.00004624015,0.0001663695,0.00001528469,0.00006768155,0.000002951566,0.00002848466,0.0008946161],"study_design_scores_gemma":[0.000002756583,0.0002712645,0.9992666,0.000003729905,0.000009971601,0.0001075763,0.0002181475,0.00003129576,0.00002004752,0.000003015498,0.00006261992,0.000002969228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999581,0.0001168773,0.00001836909,0.00001789622,0.000002960576,0.000005701904,0.0001233422,5.713495e-7,0.0001332525],"genre_scores_gemma":[0.9995387,0.00006749215,0.00003640299,0.00001300622,0.000004187716,0.000007555651,0.0002129203,4.443999e-7,0.0001194337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004356672,"threshold_uncertainty_score":0.008662641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149714752915673,"score_gpt":0.3263782873908633,"score_spread":0.2848811398617065,"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."}}