{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007617194,0.00006122841,0.000127383,0.00009596807,0.00007105569,0.00002395542,0.0002236273,0.00002685057,0.0001121837],"category_scores_gemma":[0.0006319413,0.00002972818,0.00006540138,0.0003090027,0.00009890019,0.0001027609,0.00003349072,0.0001850614,0.000008363802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000424257,"about_ca_system_score_gemma":0.0001849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001890461,"about_ca_topic_score_gemma":0.0008928089,"domain_scores_codex":[0.9987432,0.0001060448,0.0003465101,0.00008036111,0.0006300155,0.00009381038],"domain_scores_gemma":[0.9983014,0.0005380976,0.000405659,0.0002223872,0.0005001929,0.00003222279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813195,0.0006562678,0.9849076,0.00008085054,0.0002857092,0.00002030897,0.008890941,0.00001557696,0.0003018229,0.00152068,0.0004968209,0.001010227],"study_design_scores_gemma":[0.0005661647,0.0001312705,0.9777245,0.0002608105,0.0000464593,0.0002464319,0.01281534,0.000007759001,0.0004860038,0.0001692154,0.007504336,0.00004172762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705476,0.00004581446,0.000005795239,0.02841703,0.0001370864,0.0001973168,0.0000130494,0.000005472546,0.0006308661],"genre_scores_gemma":[0.999082,0.00007748969,0.00004975561,0.0003920257,0.0002549564,0.00003633458,0.000006103882,0.000008061121,0.00009332514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02853438,"threshold_uncertainty_score":0.1228333,"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."}}