{"id":"W4233647679","doi":"10.1097/der.0000000000000253","title":"SELF-ASSESSMENT","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002241377,0.0005180227,0.0008764405,0.001553674,0.0005286398,0.0008831978,0.0006524356,0.0006789904,0.02370442],"category_scores_gemma":[0.006490477,0.0002061546,0.001285241,0.0007263951,0.000228494,0.0008150949,0.0008852809,0.001663591,0.006763233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799837,"about_ca_system_score_gemma":0.0009981546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978235,"about_ca_topic_score_gemma":0.003471799,"domain_scores_codex":[0.9982824,0.00037038,0.0002594593,0.000181867,0.0007555056,0.0001503908],"domain_scores_gemma":[0.9958591,0.0007974294,0.0007251377,0.0002271874,0.001950497,0.0004407407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007760302,0.00408109,0.3142581,0.002296315,0.0005950093,0.0002518157,0.002767074,0.0007693482,0.001518584,0.001495926,0.1465389,0.5246517],"study_design_scores_gemma":[0.0002694055,0.002249865,0.8008221,0.002260928,0.0004091539,0.001401,0.002575773,0.001451646,0.001606227,0.002118147,0.1846417,0.0001940491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6828502,0.01642268,0.01205204,0.008509414,0.00199528,0.01247521,0.03524511,0.001745283,0.2287049],"genre_scores_gemma":[0.8424457,0.01665186,0.02229314,0.003594948,0.0005976651,0.01020834,0.02418442,0.0002283856,0.07979555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02370442,"threshold_uncertainty_score":0.07929927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008211377797127264,"score_gpt":0.2729925946526079,"score_spread":0.2647812168554806,"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."}}