{"id":"W4234062802","doi":"10.1097/der.0000000000000168","title":"Self-Assessment","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine; Dermatology","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":[0.00224225,0.0005274467,0.0009126007,0.001580927,0.000531218,0.000885359,0.0006718228,0.0006971037,0.02318642],"category_scores_gemma":[0.006421379,0.0002105385,0.001271623,0.0007286081,0.0002312543,0.0008266242,0.0008864787,0.001619557,0.006834282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799343,"about_ca_system_score_gemma":0.001017159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063455,"about_ca_topic_score_gemma":0.003538165,"domain_scores_codex":[0.9982515,0.0003674083,0.0002621398,0.000188552,0.0007796221,0.0001508409],"domain_scores_gemma":[0.9957898,0.0007783161,0.0007113327,0.0002306874,0.002056208,0.0004336367],"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":[0.0007852972,0.0040849,0.309378,0.002261726,0.0005837203,0.0002521515,0.002662012,0.0007555782,0.001632177,0.001416301,0.1413348,0.5348533],"study_design_scores_gemma":[0.0002789627,0.002379426,0.7975651,0.002268003,0.000424522,0.001498144,0.002550522,0.001534434,0.001785013,0.002102646,0.1874137,0.0001996185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6817918,0.01645587,0.01278535,0.008435105,0.0020474,0.01291944,0.03423707,0.00180637,0.2295216],"genre_scores_gemma":[0.8362309,0.01680765,0.02297821,0.003547509,0.0006204162,0.01048615,0.02423573,0.0002386424,0.08485486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318642,"threshold_uncertainty_score":0.07756627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009379357748519048,"score_gpt":0.2602614473789781,"score_spread":0.250882089630459,"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."}}