{"id":"W4309184595","doi":"10.1097/der.0000000000000967","title":"SELF-ASSESSMENT","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004120991,0.0006453807,0.001149373,0.002118913,0.0008027859,0.001457521,0.0009828091,0.001144951,0.02933649],"category_scores_gemma":[0.01446048,0.0002955108,0.001911374,0.000767061,0.0004996015,0.001166792,0.001524324,0.002327512,0.009280557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006696392,"about_ca_system_score_gemma":0.001342151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864269,"about_ca_topic_score_gemma":0.002907319,"domain_scores_codex":[0.9967039,0.0007542951,0.0004474714,0.0003529582,0.001449557,0.000291833],"domain_scores_gemma":[0.9906248,0.002102053,0.001378567,0.0007770546,0.004375155,0.0007423481],"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":[0.0009062395,0.004648596,0.5324174,0.00152276,0.0006165506,0.0003057932,0.007246028,0.00132462,0.001875287,0.003165389,0.07248353,0.3734879],"study_design_scores_gemma":[0.0003401455,0.002950461,0.8497275,0.001541922,0.0004064801,0.001613373,0.006656065,0.002999383,0.00226516,0.004252086,0.1269553,0.0002920095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7818179,0.003576115,0.01026085,0.003864606,0.001463869,0.01035509,0.01742766,0.0008494596,0.1703844],"genre_scores_gemma":[0.8810911,0.003496847,0.02096785,0.002282369,0.0003174092,0.01072142,0.01253671,0.0001831666,0.06840307],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9706635,"threshold_uncertainty_score":0.0981403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131200859373145,"score_gpt":0.2421047551018307,"score_spread":0.2307927465080993,"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."}}