{"id":"W4293825841","doi":"10.1177/12034754221119497","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":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Dermatology; Epidermal growth factor receptor; Receptor; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008548028,0.0002044433,0.0003778547,0.0007565612,0.004081918,0.001449784,0.0007749582,0.004054844,0.005186398],"category_scores_gemma":[0.006505986,0.0003860274,0.0003343748,0.001609874,0.001077268,0.0005803707,0.0006922712,0.002815427,0.0006138704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614668,"about_ca_system_score_gemma":0.02847608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.855049,"about_ca_topic_score_gemma":0.9360707,"domain_scores_codex":[0.9979296,0.0003283212,0.0002392274,0.0001142017,0.0005899162,0.000798746],"domain_scores_gemma":[0.9893216,0.001632159,0.001419316,0.0001042938,0.004357375,0.003165178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004079332,0.0003650178,0.5916917,0.0003357107,0.00007955552,0.02694159,0.005063719,0.0003502163,0.001888934,0.0008618689,0.3292067,0.04280709],"study_design_scores_gemma":[0.0002590262,0.0003172283,0.7111672,0.001174172,0.0001281334,0.01896048,0.04295807,0.000954737,0.000406565,0.0004599915,0.2230678,0.0001465921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2815607,0.007063055,0.0002192552,0.644119,0.002543179,0.0002449792,0.001805754,0.00005684752,0.06238722],"genre_scores_gemma":[0.6323248,0.008523949,0.0007092914,0.3382752,0.002196899,0.00008338221,0.0004718697,0.00003909357,0.01737555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.144951,"threshold_uncertainty_score":0.2916093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080436655558002,"score_gpt":0.2647405520277857,"score_spread":0.2139361854722057,"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."}}