{"id":"W4386886406","doi":"10.1089/derm.2023.29025.sas","title":"Self-Assessment","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003060081,0.0005670359,0.001012157,0.001927221,0.0008614997,0.001102879,0.0006427058,0.0007396705,0.02241142],"category_scores_gemma":[0.008872068,0.0002196738,0.001225061,0.0005811165,0.000339116,0.0005863324,0.001321928,0.001620663,0.01007449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470498,"about_ca_system_score_gemma":0.0009402641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086656,"about_ca_topic_score_gemma":0.002992779,"domain_scores_codex":[0.9973672,0.0007145778,0.0004076624,0.0002438087,0.0009857826,0.0002809432],"domain_scores_gemma":[0.9913718,0.001456993,0.001420461,0.0007143943,0.004110052,0.0009263739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000592626,0.004587543,0.7065689,0.0008022742,0.0003048217,0.0003793367,0.003825524,0.0002278219,0.002275669,0.0009479633,0.04598428,0.2335032],"study_design_scores_gemma":[0.0001528887,0.001812644,0.879139,0.0005661224,0.0002097555,0.001856511,0.004306446,0.0009857769,0.002044707,0.0009241161,0.107895,0.0001070844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8156158,0.001986976,0.003865888,0.002592828,0.0009264934,0.006373082,0.008645807,0.0004337971,0.1595594],"genre_scores_gemma":[0.8221599,0.002356912,0.01316239,0.00271284,0.0004176821,0.005340509,0.01105557,0.0001083659,0.1426857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9775886,"threshold_uncertainty_score":0.0749737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174709229812806,"score_gpt":0.2943037939337491,"score_spread":0.282556701635621,"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."}}