{"id":"W2157584060","doi":"10.1016/j.jmir.2015.03.001","title":"RBApp: Creation and Patterns of Use of an Educational Mobile Application for Radiobiology Calculations in Radiation Therapy","year":2015,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"The Internet; Demographics; World Wide Web; Android (operating system); Confidence interval; Computer science; Population; Software; Internet access; Medicine; Multimedia; Operating system; 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":[0.001606054,0.0006434338,0.0002670534,0.00202948,0.0004333369,0.001469787,0.0008686897,0.0007386249,0.004151851],"category_scores_gemma":[0.0167705,0.0004379003,0.0004402127,0.001003061,0.0002899695,0.001976773,0.001601483,0.0007467954,0.002494104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168614,"about_ca_system_score_gemma":0.0006074967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286381,"about_ca_topic_score_gemma":0.003637317,"domain_scores_codex":[0.9990544,0.000286406,0.0000939368,0.0001696246,0.0003147592,0.0000808565],"domain_scores_gemma":[0.9886482,0.007327912,0.0009270972,0.001372027,0.001248754,0.0004759745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001812155,0.001202952,0.1987359,0.00093489,0.0001660842,0.001770475,0.0140704,0.003954523,0.02864399,0.002182939,0.02886376,0.7176619],"study_design_scores_gemma":[0.0002511527,0.001606895,0.4517381,0.001100499,0.0006233446,0.005909839,0.01135056,0.1875168,0.1067538,0.007055876,0.2254898,0.0006033415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051702,0.0005488202,0.1123252,0.0005932958,0.0001402658,0.0007629485,0.005155254,0.05912525,0.01617873],"genre_scores_gemma":[0.8532274,0.0002958969,0.1252927,0.0001965842,0.00004454128,0.0003728902,0.005481219,0.005389157,0.009699594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004151851,"threshold_uncertainty_score":0.01388931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399085720680221,"score_gpt":0.4442054823242996,"score_spread":0.4102146251174974,"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."}}