{"id":"W6908036847","doi":"10.25384/sage.c.6155621","title":"Survey of Oncologists and Dermatologists in Canada on the Management of Acneiform Eruptions Induced by Epidermal Growth Factor Receptor Inhibitors","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidermal growth factor receptor; Epidermal growth factor; Receptor; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294154,0.0001744453,0.0003307084,0.001894906,0.00147472,0.001744095,0.001000854,0.002031431,0.008642151],"category_scores_gemma":[0.008933597,0.0002810757,0.0002944531,0.004201809,0.0006481999,0.0005448787,0.0005122508,0.001386154,0.001076815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008502978,"about_ca_system_score_gemma":0.02438582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8435343,"about_ca_topic_score_gemma":0.9547853,"domain_scores_codex":[0.9982151,0.0002233957,0.0001909537,0.00009452765,0.0008600986,0.0004159515],"domain_scores_gemma":[0.9814808,0.003140172,0.00271584,0.0001453384,0.008565702,0.003952194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001616549,0.0001515252,0.2730369,0.0005175496,0.00004730613,0.0005632607,0.0008241414,0.00007588535,0.0002356317,0.0002081035,0.6841486,0.04002957],"study_design_scores_gemma":[0.0001215084,0.00009980766,0.8165759,0.001303027,0.00007320059,0.0006439097,0.00543058,0.0001642181,0.00008582111,0.00005825117,0.1753975,0.0000461592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.2497931,0.0447475,0.0002632862,0.5398521,0.01347884,0.0005263301,0.04035315,0.0002053467,0.1107803],"genre_scores_gemma":[0.5402979,0.06907604,0.001217286,0.3224837,0.0115613,0.0002992084,0.01371449,0.0001345851,0.0412154],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1564657,"threshold_uncertainty_score":0.3147743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09905465554209025,"score_gpt":0.3262551141600262,"score_spread":0.2272004586179359,"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."}}