{"id":"W4392282902","doi":"10.1089/derm.2023.0067","title":"What Can Be Done for Ostomy Dermatitis?","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Interpretation (philosophy); Library science; Dermatology; Family medicine; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00608319,0.0008201427,0.001940137,0.002737117,0.00416031,0.005220213,0.001878633,0.008254628,0.02455148],"category_scores_gemma":[0.03111024,0.0004633856,0.003112267,0.001448901,0.003866688,0.01134165,0.002048983,0.008259313,0.005503209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845245,"about_ca_system_score_gemma":0.007864229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506578,"about_ca_topic_score_gemma":0.02481196,"domain_scores_codex":[0.9967188,0.001244059,0.000506626,0.0003279282,0.0007814211,0.0004210826],"domain_scores_gemma":[0.9798661,0.009842189,0.001301439,0.001033926,0.004868041,0.003088326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005717648,0.001313979,0.02166014,0.0108241,0.0004064683,0.00439492,0.001302483,0.0001489926,0.0004256081,0.008088797,0.3080883,0.6427745],"study_design_scores_gemma":[0.0007364827,0.0006013215,0.05251816,0.0895025,0.002085049,0.02168877,0.02219248,0.0003637163,0.0006447904,0.06071658,0.7485071,0.0004430583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004220224,0.405743,0.00075086,0.5456287,0.0216563,0.00007892544,0.0001994518,0.0001607155,0.02156172],"genre_scores_gemma":[0.1149594,0.5303939,0.008022751,0.2506574,0.07868886,0.0003816977,0.0004548448,0.0001613712,0.01627965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02455148,"threshold_uncertainty_score":0.08213288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250315283423171,"score_gpt":0.2870286566820035,"score_spread":0.2645255038477718,"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."}}