{"id":"W4240913035","doi":"10.1097/01.der.0000742228.69442.df","title":"SELF-ASSESSMENT","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003993836,0.00007546283,0.0002325576,0.00003983303,0.00007960852,0.000003953287,0.00002552501,0.00004681628,0.0002520777],"category_scores_gemma":[0.00001767741,0.0000682646,0.00005610541,0.0001052312,0.0000356657,0.00003168287,0.00003135502,0.0001202769,0.0002246974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008040451,"about_ca_system_score_gemma":0.0002349401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001992939,"about_ca_topic_score_gemma":0.000003215107,"domain_scores_codex":[0.999361,0.00003098057,0.000167965,0.0001314413,0.0001645625,0.0001440645],"domain_scores_gemma":[0.9995065,0.00003502571,0.00003039832,0.0002279143,0.0001056452,0.00009454179],"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":[7.938758e-7,0.0001144332,0.02509818,0.0002028325,0.0001210776,0.002954743,0.0003068181,6.442166e-8,0.00008627734,0.001339751,0.9682972,0.001477814],"study_design_scores_gemma":[0.0008684193,0.00002865824,0.1021559,0.00003671307,0.0000907908,0.001498933,0.0002877122,0.00009153673,0.0005846898,0.00005525401,0.8942342,0.00006725579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03769841,0.004238008,0.0009818869,0.03551345,0.0006224444,0.0001474477,0.000003265564,0.0002141554,0.9205809],"genre_scores_gemma":[0.5591335,0.001916973,0.03751535,0.3957182,0.0003788537,0.00005962223,0.0001054396,0.00003160587,0.005140376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9154406,"threshold_uncertainty_score":0.2888106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147928916275825,"score_gpt":0.2787706196423531,"score_spread":0.2672913304795949,"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."}}