{"id":"W4241053984","doi":"10.1097/der.0000000000000443","title":"Self-Assessment","year":2019,"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","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":[0.002246844,0.000529457,0.0009258395,0.001646422,0.0005163394,0.0008793309,0.0006621293,0.0006693164,0.02385331],"category_scores_gemma":[0.006295478,0.0002070286,0.001258057,0.0007367873,0.0002247213,0.0008087091,0.0008656934,0.001576669,0.007204384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673754,"about_ca_system_score_gemma":0.001001978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202866,"about_ca_topic_score_gemma":0.003464767,"domain_scores_codex":[0.9982704,0.0003629205,0.0002542035,0.0001857132,0.0007812609,0.0001454787],"domain_scores_gemma":[0.9957879,0.000778912,0.0007041963,0.000225531,0.002072827,0.0004305821],"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":[0.0007743501,0.003891259,0.3052231,0.002241712,0.0005790286,0.0002341987,0.002437185,0.0007379204,0.001603987,0.001396226,0.1426952,0.5381858],"study_design_scores_gemma":[0.0002735051,0.002388615,0.7969154,0.002285968,0.0004181698,0.00148372,0.002361245,0.001489516,0.001693266,0.00209393,0.1884054,0.0001913679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.662088,0.01794126,0.01320624,0.00836513,0.002142617,0.01295766,0.03641812,0.00189681,0.2449841],"genre_scores_gemma":[0.8235427,0.01833284,0.0239018,0.003610808,0.0006568158,0.01064517,0.02601701,0.0002551519,0.09303772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385331,"threshold_uncertainty_score":0.07979727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007210718267193921,"score_gpt":0.2544930657632251,"score_spread":0.2472823474960311,"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."}}