{"id":"W1926235496","doi":"10.1080/15384047.2015.1056945","title":"Elevated<i>ARG1</i>expression in primary monocytes-derived macrophages as a predictor of radiation-induced acute skin toxicities in early breast cancer patients","year":2015,"lang":"en","type":"article","venue":"Cancer Biology & Therapy","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Killam Trusts; University of Alberta; Alberta Cancer Foundation","keywords":"Medicine; Erythema; Breast cancer; Desquamation; Internal medicine; Adjuvant; Cancer; Toxicity; Oncology; Pathology; Immunology","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":[0.0002884018,0.0001472646,0.0001993258,0.0002619255,0.0001609884,0.0002912376,0.0000787921,0.0001990798,0.0006630581],"category_scores_gemma":[0.0004957372,0.0001054773,0.0001548076,0.0001864567,0.0001138945,0.00009663209,0.0001376121,0.0002683966,0.0001646947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078494,"about_ca_system_score_gemma":0.0001024317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002755005,"about_ca_topic_score_gemma":0.0003459001,"domain_scores_codex":[0.9998727,0.00003942821,0.00001633371,0.00002432867,0.00001767052,0.00002956813],"domain_scores_gemma":[0.9996518,0.00006994817,0.0001469288,0.00001826995,0.0000411001,0.0000719012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170883,0.00012262,0.9696103,0.00002713555,0.00002292014,0.0003393795,0.00006449474,0.0001010989,0.02445023,0.00001403511,0.00009507564,0.003443847],"study_design_scores_gemma":[0.00002978334,0.0007923674,0.9925928,0.000006773539,0.00003597579,0.001015647,0.00009230792,0.0003582174,0.004749788,0.00002637382,0.0002956486,0.000004346183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995686,0.0001854335,0.00007580219,0.000009582619,0.000002105048,0.00000700395,0.00005189948,0.000002250061,0.00009724936],"genre_scores_gemma":[0.9996265,0.00005167972,0.0001044375,0.00001183005,0.000006961781,0.00001076664,0.00009213364,6.372217e-7,0.00009498505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006630581,"threshold_uncertainty_score":0.002218187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362593164855379,"score_gpt":0.2929984745231091,"score_spread":0.2793725428745553,"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."}}