{"id":"W4327676498","doi":"10.1007/s00520-023-07671-0","title":"Barrier Films and Dressings for the Prevention of Acute Radiation Dermatitis: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Supportive Care in Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Randomized controlled trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004059037,0.002116265,0.01251425,0.002715748,0.0005676426,0.00225148,0.001510596,0.00223149,0.004338545],"category_scores_gemma":[0.01238524,0.001110566,0.02123784,0.003474998,0.0006854394,0.001330232,0.001150573,0.002112092,0.0002964146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418408,"about_ca_system_score_gemma":0.002066905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007688965,"about_ca_topic_score_gemma":0.02075838,"domain_scores_codex":[0.9974043,0.000943097,0.0008515873,0.000319825,0.0003418744,0.0001394371],"domain_scores_gemma":[0.9945301,0.003840588,0.001030443,0.000139706,0.000354061,0.0001050625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006107009,0.0001454898,0.002148459,0.6430131,0.3176615,0.000148869,0.0001440148,0.0004146715,0.0004630139,0.0001260996,0.0007535603,0.02887429],"study_design_scores_gemma":[0.002558645,0.0007781726,0.004557749,0.04588943,0.943009,0.0001289238,0.0001082248,0.000139732,0.0001897956,0.000186623,0.002410213,0.00004348665],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00430405,0.9949038,0.000175035,0.00006312302,0.00009971872,0.0001392179,0.0001545031,0.000009603212,0.0001509424],"genre_scores_gemma":[0.07728205,0.9204887,0.0009029504,0.000502626,0.000133247,0.0002185065,0.0001989391,0.00001038523,0.0002626062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251425,"threshold_uncertainty_score":0.02146649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06451560666133481,"score_gpt":0.4254280142334513,"score_spread":0.3609124075721165,"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."}}