{"id":"W2164811818","doi":"10.1093/annonc/mdu349.56","title":"Prophylactic Treatment for Rash Induced By Egfr Inhibitor Improves Rash Without Compromising on Efficacy the Pancanadian Rash Trial: a Randomized Phase III Trial in Nsclc","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; Mount Sinai Hospital; Burnaby Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Rash; Randomized controlled trial; Dermatology; Oncology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212837,0.001397391,0.002944465,0.0003172697,0.0004520221,0.001000716,0.0009230939,0.001309216,0.006045416],"category_scores_gemma":[0.001248594,0.0004944258,0.002402115,0.0004058027,0.000985587,0.0009964259,0.0003843496,0.004342394,0.0007721702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007728901,"about_ca_system_score_gemma":0.0009145945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009392218,"about_ca_topic_score_gemma":0.002565314,"domain_scores_codex":[0.9995771,0.000217006,0.00002356779,0.00007219456,0.00002617718,0.00008393978],"domain_scores_gemma":[0.9993371,0.0001616965,0.0001509944,0.0000568423,0.00003765871,0.0002557241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9478782,0.007853585,0.001437141,0.0009943923,0.00236754,0.00006378499,0.00004355947,0.0007398041,0.00469016,0.0002497826,0.00163532,0.0320468],"study_design_scores_gemma":[0.9467271,0.04893998,0.0022817,0.00003563258,0.0007123258,0.00005226478,0.00002193686,0.0002526554,0.0003175864,0.0001768368,0.0004698134,0.00001211912],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870696,0.005701011,0.0006230777,0.001174218,0.000500742,0.001684909,0.0008659149,0.0001139339,0.002266559],"genre_scores_gemma":[0.9883336,0.004034208,0.001188999,0.00116936,0.0003472056,0.001521639,0.0009878296,0.00003072091,0.002386367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045416,"threshold_uncertainty_score":0.02022386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762739308251862,"score_gpt":0.4474724921668515,"score_spread":0.3711985613416653,"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."}}