{"id":"W4239798428","doi":"10.1097/01.der.0000435284.06385.fa","title":"Self-Assessment","year":2013,"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":[0.002516015,0.0005706933,0.0009861675,0.001483838,0.0007493682,0.0009994117,0.0006267545,0.000841137,0.03695642],"category_scores_gemma":[0.00762357,0.0001660521,0.001159324,0.0004873258,0.000290209,0.0006998212,0.0008576171,0.001648727,0.009288922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004845661,"about_ca_system_score_gemma":0.0006317204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331714,"about_ca_topic_score_gemma":0.002788079,"domain_scores_codex":[0.9981784,0.000426557,0.0002389659,0.0001755456,0.0008331502,0.0001474483],"domain_scores_gemma":[0.9952784,0.0007946166,0.0007378174,0.0004142222,0.002350523,0.0004243911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001520653,0.004876907,0.4414238,0.002969712,0.0007437462,0.0008098844,0.004385469,0.0006398513,0.004968978,0.001563344,0.1139119,0.4221857],"study_design_scores_gemma":[0.0003588553,0.004345631,0.7700322,0.002431782,0.0006175574,0.006172389,0.004757155,0.00169856,0.003463764,0.002071477,0.2038282,0.0002222966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6954906,0.008894042,0.006509814,0.004669699,0.001221814,0.01048123,0.01208078,0.0006396038,0.2600124],"genre_scores_gemma":[0.8410257,0.008708701,0.01312993,0.00281663,0.0003639981,0.004424461,0.009488135,0.0001215303,0.1199209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03695642,"threshold_uncertainty_score":0.1236316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280493872766192,"score_gpt":0.2639606020057988,"score_spread":0.2566801081330326,"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."}}