{"id":"W4405600597","doi":"10.2139/ssrn.5052606","title":"Decision-Making in Ostomy Surgery: The Lifeworld Experiences of Women with Inflammatory Bowel Disease and the Views of Healthcare Professionals","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Lifeworld; Health professionals; Inflammatory bowel disease; Medicine; Health care; Nursing; Disease; Sociology; Political science; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003217901,0.0001865905,0.0005378858,0.0002458801,0.0001241863,0.00002459462,0.0002792212,0.00007687761,0.00001805541],"category_scores_gemma":[0.0002877515,0.00008586879,0.0001524227,0.0002699303,0.0002946582,0.00003183278,0.0002687367,0.002515623,8.843947e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568533,"about_ca_system_score_gemma":0.0109534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004324847,"about_ca_topic_score_gemma":0.0006056279,"domain_scores_codex":[0.9975001,0.000272355,0.0006840421,0.0002428083,0.0005131174,0.0007876214],"domain_scores_gemma":[0.9977993,0.0009311653,0.0005138601,0.0004424821,0.0002004043,0.0001127904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0225795,0.0007171989,0.1663214,0.005412908,0.003073795,0.000159611,0.272087,0.000163695,0.00003782928,0.3211424,0.001224044,0.2070806],"study_design_scores_gemma":[0.001411379,0.0002912144,0.08237753,0.01657505,0.0003379247,0.0005768616,0.1872991,0.0001974776,0.00001501938,0.7097682,0.0008147265,0.0003355215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248469,0.06495994,0.0001023482,0.009188948,0.0001629978,0.0006821767,0.00000464273,0.000009008531,0.0000430049],"genre_scores_gemma":[0.9937372,0.005227752,0.0000268847,0.0003113183,0.0001545,0.0004489614,0.000002005378,0.00002128302,0.0000701266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3886258,"threshold_uncertainty_score":0.9997856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349358964760152,"score_gpt":0.3215159488578239,"score_spread":0.3080223592102224,"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."}}