{"id":"W4285500024","doi":"10.1097/der.0000000000000931","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","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":[0.007161137,0.00035357,0.0008751149,0.001418501,0.000604013,0.001102919,0.0007058221,0.0009972721,0.03277826],"category_scores_gemma":[0.04240675,0.0001353639,0.0005850816,0.0004780741,0.0004045638,0.0009071438,0.0007356745,0.002149579,0.01007505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006063089,"about_ca_system_score_gemma":0.00181338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009714794,"about_ca_topic_score_gemma":0.001856692,"domain_scores_codex":[0.9954498,0.001409209,0.0006184121,0.0003172823,0.002031971,0.0001733534],"domain_scores_gemma":[0.9704393,0.005717897,0.002042373,0.001208942,0.01804531,0.002546167],"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":[0.0003116232,0.0008057438,0.06039298,0.0004724763,0.00008486064,0.0001725956,0.001162757,0.00008282381,0.0003263388,0.0008232275,0.6214587,0.3139059],"study_design_scores_gemma":[0.0005406704,0.001761336,0.2706367,0.00435344,0.0002081665,0.002723908,0.004886274,0.001673917,0.002143007,0.003498194,0.7073762,0.0001980993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2594727,0.01756892,0.01691495,0.2578278,0.05766568,0.01196059,0.02106866,0.002242713,0.3552779],"genre_scores_gemma":[0.7060514,0.01584337,0.02445566,0.03919579,0.01039682,0.01187227,0.01283299,0.0004311081,0.1789206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03277826,"threshold_uncertainty_score":0.1096542,"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."}}