{"id":"W4246472022","doi":"10.1097/01206501-200907000-00001","title":"ESCD-GERDA 2010","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"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":[0.001797411,0.0007826113,0.0008191227,0.001176367,0.0007155099,0.003038205,0.001519589,0.001922578,0.2953461],"category_scores_gemma":[0.002034226,0.0002263225,0.0007231261,0.0006897381,0.0005383249,0.0009857904,0.001920187,0.00155201,0.2021374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577319,"about_ca_system_score_gemma":0.002846538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267292,"about_ca_topic_score_gemma":0.004066442,"domain_scores_codex":[0.9991544,0.0001134371,0.00008450689,0.0001518408,0.0003177184,0.0001781328],"domain_scores_gemma":[0.9983531,0.00008090477,0.00009393768,0.0002262272,0.0007452906,0.0005005757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005813559,0.0001561109,0.001936973,0.0007743333,0.00005221033,0.000521816,0.00008314639,0.0002877735,0.002259756,0.008806738,0.686504,0.2980359],"study_design_scores_gemma":[0.00005002809,0.00005815515,0.002604757,0.0002093357,0.00001170148,0.0004408234,0.00004535897,0.00007694254,0.0005989911,0.0006746447,0.9952217,0.000007680305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009970709,0.02600764,0.003116576,0.02227274,0.04911436,0.0005227234,0.02084653,0.002905966,0.8652427],"genre_scores_gemma":[0.04156964,0.01319905,0.004275137,0.003701622,0.005683835,0.0002271715,0.01299555,0.0009590923,0.9173889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2953461,"threshold_uncertainty_score":0.9880313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022621430546965,"score_gpt":0.2583946051744483,"score_spread":0.2481683908689787,"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."}}