{"id":"W4233136386","doi":"10.1097/der.0000000000000788","title":"Self-Assessment","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"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":[0.007136863,0.000351239,0.0008699545,0.001401643,0.0005980278,0.001100906,0.0007026594,0.001004191,0.03291373],"category_scores_gemma":[0.04309422,0.0001340654,0.0005747886,0.0004775529,0.0004043379,0.0009090304,0.000732002,0.002151891,0.0100366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038722,"about_ca_system_score_gemma":0.001802558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009645228,"about_ca_topic_score_gemma":0.001848107,"domain_scores_codex":[0.9954556,0.00141974,0.0006166701,0.0003153842,0.002020149,0.0001723914],"domain_scores_gemma":[0.9703296,0.005824337,0.002033459,0.001204766,0.01804926,0.002558606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002996772,0.0007566423,0.05636344,0.000463166,0.00008081904,0.0001694223,0.001105034,0.00007864013,0.0003093626,0.0008095909,0.6307185,0.3088458],"study_design_scores_gemma":[0.0005317663,0.001693947,0.2558959,0.004387478,0.0002015145,0.002682839,0.004731747,0.001628092,0.002058878,0.00348616,0.722509,0.0001927082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2455509,0.01817572,0.01667963,0.2720653,0.06040347,0.01152293,0.02057143,0.002202155,0.3528285],"genre_scores_gemma":[0.6983653,0.01668946,0.02434142,0.04145766,0.01117834,0.01166765,0.01273834,0.0004351715,0.1831266],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03291373,"threshold_uncertainty_score":0.1101074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207748538428717,"score_gpt":0.2506341867569408,"score_spread":0.2385567013726536,"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."}}