{"id":"W2769432517","doi":"10.21873/anticanres.11960","title":"Topical Management of Acute Radiation Dermatitis in Breast Cancer Patients: A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Anticancer Research","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Meta-analysis; Dermatology; Cancer; Breast cancer; Radiation therapy; Systematic review; MEDLINE; Oncology; Pathology; Surgery; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001377119,0.0002730278,0.006181426,0.0007553488,0.00007022258,0.00004544087,0.0003300801,0.0001585041,0.0003923943],"category_scores_gemma":[0.0001307164,0.0001811905,0.0009595475,0.001039855,0.0001418039,0.0001242689,0.0001493689,0.0004656508,0.00001915196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147056,"about_ca_system_score_gemma":0.0002057097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002834523,"about_ca_topic_score_gemma":0.00003535799,"domain_scores_codex":[0.9962442,0.0008523837,0.001071576,0.0004619492,0.00103784,0.0003320799],"domain_scores_gemma":[0.9976399,0.0002850696,0.0005754998,0.0009765305,0.0003897228,0.0001332946],"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":[0.000003092528,0.00007772993,0.0002860698,0.846401,0.1320411,0.00003583266,0.00001676446,7.337493e-8,6.058024e-9,0.00008322113,0.0005121601,0.02054294],"study_design_scores_gemma":[0.0003393439,0.00006076857,0.003808258,0.1101719,0.8736967,0.00001495169,0.000003395129,0.000009532991,1.261398e-7,0.000005274341,0.01172951,0.0001602009],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000680623,0.9917423,0.000003301909,0.002021811,0.00002017843,0.005660852,0.0002959547,0.000007694015,0.000241093],"genre_scores_gemma":[0.0004592058,0.9964504,0.00005399787,0.0001681388,0.00002205052,0.002074455,0.0001164001,0.0000275262,0.0006278833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7416556,"threshold_uncertainty_score":0.7388735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537111268558186,"score_gpt":0.5060495791308603,"score_spread":0.3523384522750418,"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."}}