{"id":"W4245240288","doi":"10.1097/der.0000000000000283","title":"SELF-ASSESSMENT","year":2017,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002231046,0.0005159803,0.0008754511,0.001545878,0.000533099,0.0008821116,0.0006497487,0.0006823982,0.02420855],"category_scores_gemma":[0.006584879,0.0002044293,0.001269918,0.0007210858,0.000226216,0.000817424,0.0008830657,0.001659457,0.006962697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800769,"about_ca_system_score_gemma":0.001005354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983027,"about_ca_topic_score_gemma":0.003489519,"domain_scores_codex":[0.9982874,0.000373621,0.0002604907,0.0001813375,0.0007470094,0.0001501599],"domain_scores_gemma":[0.9958021,0.0008065784,0.0007280869,0.0002311186,0.001980034,0.0004520764],"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":[0.0007601921,0.004015095,0.3063518,0.002316768,0.0005832752,0.0002517654,0.002744023,0.0007442455,0.001500218,0.001490838,0.1524222,0.5268194],"study_design_scores_gemma":[0.0002691218,0.002241441,0.789718,0.002348391,0.0004142239,0.001428951,0.002617639,0.001433028,0.001625151,0.002151495,0.1955552,0.0001973161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6738213,0.01736403,0.01233292,0.009028818,0.002105339,0.01256628,0.03657521,0.001823014,0.2343831],"genre_scores_gemma":[0.8378137,0.01762605,0.02278042,0.003806214,0.0006334183,0.01036353,0.0252319,0.000239846,0.0815049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9757915,"threshold_uncertainty_score":0.08098567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256923536382682,"score_gpt":0.3059464065554908,"score_spread":0.293377171191664,"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."}}