{"id":"W4384945561","doi":"10.1016/j.adro.2023.101318","title":"Toward a Skin Dose-Area Metric Predictive of Moist Desquamation Using In Vivo Skin Dosimetry and Skin Assessments","year":2023,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"National Cancer Institute; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Canadian Cancer Society; Michael Smith Health Research BC","keywords":"Medicine; Inframammary fold; Breast cancer; Desquamation; Nuclear medicine; Radiation therapy; Dosimetry; Radiation treatment planning; In vivo; Skin reaction; Radiology; Dermatology; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001128753,0.0003778171,0.0002623053,0.0007787006,0.000114811,0.0005219441,0.0002160757,0.0003503406,0.001079697],"category_scores_gemma":[0.002338402,0.0001599493,0.0002423114,0.0003219576,0.0002676037,0.0003307813,0.0003297233,0.0004230475,0.0002347264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875394,"about_ca_system_score_gemma":0.0001402269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032051,"about_ca_topic_score_gemma":0.0004164086,"domain_scores_codex":[0.999491,0.0002319891,0.00003783158,0.00008158974,0.0001316708,0.00002583884],"domain_scores_gemma":[0.9982834,0.0006286119,0.0006125753,0.0001252256,0.0002643289,0.00008603146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009907394,0.0004000575,0.7586697,0.0001861248,0.0001185437,0.00009741435,0.0002190005,0.007664644,0.1923227,0.0001729116,0.0002149077,0.03894345],"study_design_scores_gemma":[0.00003261133,0.002869299,0.8352626,0.00001768864,0.0001182396,0.001536075,0.0002091627,0.04629414,0.1121951,0.0002000525,0.001226912,0.00003816288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762002,0.0004500007,0.02204845,0.00005539763,0.000009328651,0.00007340442,0.0001535134,0.0001068089,0.0009029739],"genre_scores_gemma":[0.9930418,0.00005235632,0.00664047,0.00001378943,0.000003843249,0.00002028526,0.00007945067,0.000007850508,0.0001402476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001128753,"threshold_uncertainty_score":0.005969465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340195470971152,"score_gpt":0.3861753617584153,"score_spread":0.3627734070487038,"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."}}