{"id":"W2790548769","doi":"10.1016/j.clbc.2018.03.008","title":"Prospective Study of Breast Radiation Dermatitis","year":2018,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Breast cancer; Adverse effect; Dermatology; Radiation therapy; Prospective cohort study; Toxicity; Regimen; Internal medicine; Surgery; Cancer","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":[0.0008306963,0.0005644791,0.0005017579,0.0009383628,0.001238313,0.0008783478,0.0004673777,0.000795758,0.004295289],"category_scores_gemma":[0.001726139,0.001021323,0.0005728553,0.001147437,0.0004234201,0.000497783,0.0006123684,0.0008032122,0.001470443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454626,"about_ca_system_score_gemma":0.0005267567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526308,"about_ca_topic_score_gemma":0.004422596,"domain_scores_codex":[0.9991186,0.000348313,0.00007731833,0.0001788341,0.0001179951,0.0001588795],"domain_scores_gemma":[0.9985506,0.0002670833,0.0003493443,0.0002544097,0.0002425815,0.0003358998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001861169,0.000626291,0.9935586,0.00003221597,0.0001421701,0.0003879091,0.0002349465,0.00003729882,0.0008655386,0.00004849343,0.0001723842,0.002032967],"study_design_scores_gemma":[0.00008307685,0.001371057,0.9956322,0.00001272923,0.0001062572,0.0008856783,0.0003774599,0.00004592904,0.0002568777,0.00003663459,0.001183691,0.000008325146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970033,0.0007546739,0.0001964735,0.00003233401,0.00001497439,0.00004928942,0.0005299171,0.00000780264,0.001411198],"genre_scores_gemma":[0.9967502,0.0003472642,0.0001258653,0.00006466897,0.00002186045,0.0000370514,0.0006561293,0.00000819291,0.001988769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295289,"threshold_uncertainty_score":0.01436919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885744899582218,"score_gpt":0.3806932599921902,"score_spread":0.361835810996368,"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."}}