{"id":"W4240198592","doi":"10.1097/der.0000000000000432","title":"Self-Assessment","year":2018,"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","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":[0.002253399,0.0005166829,0.0008967436,0.00155951,0.0005296342,0.0008770658,0.0006609802,0.0006825403,0.022863],"category_scores_gemma":[0.006460137,0.0002084464,0.001256629,0.0007210521,0.000230327,0.0008255494,0.0008810138,0.00161301,0.006715253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792002,"about_ca_system_score_gemma":0.001013324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206216,"about_ca_topic_score_gemma":0.003530937,"domain_scores_codex":[0.9982554,0.0003663115,0.000261217,0.0001862153,0.0007810515,0.0001498244],"domain_scores_gemma":[0.9957269,0.0007923117,0.000713087,0.0002344999,0.00208655,0.0004467473],"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":[0.000754519,0.004012972,0.308749,0.002266441,0.0005751997,0.0002489768,0.002709429,0.0007454694,0.001646155,0.001417231,0.1406235,0.5362512],"study_design_scores_gemma":[0.0002665864,0.002310542,0.7977635,0.002265605,0.0004196767,0.001470893,0.002554226,0.001461283,0.001769764,0.002085928,0.1874372,0.0001946716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825297,0.01693761,0.0127587,0.008488589,0.002053021,0.01255793,0.03348926,0.001807597,0.2293775],"genre_scores_gemma":[0.8376148,0.01743545,0.02288258,0.0035659,0.0006168057,0.01018626,0.02416898,0.0002398057,0.08328939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.022863,"threshold_uncertainty_score":0.07648438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043789575149091,"score_gpt":0.2753384427513544,"score_spread":0.2649005469998635,"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."}}