{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002690128,0.0005051375,0.001035757,0.0005359522,0.0001167503,0.00004048174,0.002282279,0.0002301576,0.01437746],"category_scores_gemma":[0.0006727991,0.0003817344,0.00005807506,0.0009375563,0.0001944425,0.0001849268,0.001857603,0.001190681,0.00002528684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196528,"about_ca_system_score_gemma":0.001107724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8449443,"about_ca_topic_score_gemma":0.9440829,"domain_scores_codex":[0.994718,0.001612275,0.001288872,0.0006420276,0.001185495,0.000553292],"domain_scores_gemma":[0.9949546,0.0007815199,0.002288827,0.001728873,0.00007387404,0.000172327],"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":[0.00006642976,0.0002414896,0.06496947,0.0002605334,0.0006771883,0.00009278723,0.00005428492,0.000002684224,0.0003032226,0.000006545075,0.9270587,0.006266689],"study_design_scores_gemma":[0.003294487,0.0002468603,0.8592245,0.007859386,0.0003265514,0.0000663922,0.002214414,0.00005683082,0.0009630646,0.00003941892,0.1240895,0.001618653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3033509,0.0416212,0.00001339623,0.002492834,0.001901874,0.004836599,0.6024216,0.0001260493,0.04323555],"genre_scores_gemma":[0.9545119,0.03078967,0.0002329135,0.0003755232,0.0001049433,0.0001193541,0.007376316,0.001043805,0.005445524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8029692,"threshold_uncertainty_score":0.9998634,"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."}}