{"id":"W4245550725","doi":"10.1097/der.0000000000000181","title":"Self-Assessment","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical Research and Treatments","field":"Medicine","cited_by":2,"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":[0.003052684,0.0005434101,0.0009801139,0.001490472,0.0006737194,0.001053432,0.0006265604,0.0008639482,0.03229607],"category_scores_gemma":[0.008400417,0.0001708633,0.001275969,0.0004717606,0.0003307573,0.0007419162,0.0009003785,0.001739964,0.008139635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000494652,"about_ca_system_score_gemma":0.0006202355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009792,"about_ca_topic_score_gemma":0.002172796,"domain_scores_codex":[0.9976838,0.0005599834,0.0002902418,0.0001933584,0.001106222,0.0001664343],"domain_scores_gemma":[0.9942814,0.001145376,0.0009056414,0.0004777103,0.002742049,0.0004478477],"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":[0.00172886,0.004879764,0.4091062,0.003216059,0.000865472,0.0007017772,0.004567231,0.0007857662,0.006108591,0.001829617,0.09108696,0.4751237],"study_design_scores_gemma":[0.0004577226,0.005130182,0.7726871,0.00260236,0.0007413236,0.006067333,0.005276856,0.002285346,0.004718125,0.002533899,0.1972518,0.0002478883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7369897,0.008488815,0.007801827,0.004253124,0.001108433,0.009706031,0.009009378,0.000631706,0.2220111],"genre_scores_gemma":[0.8727631,0.007837047,0.01473024,0.002337907,0.0003352377,0.004214807,0.006800923,0.0001160952,0.09086467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03229607,"threshold_uncertainty_score":0.1080411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706053784279846,"score_gpt":0.3384811091473213,"score_spread":0.3214205713045228,"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."}}