{"id":"W4412743569","doi":"10.1089/derm.2025.74859.cme","title":"Self-Assessment","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.004627422,0.0006446854,0.0007761003,0.002868325,0.0004845162,0.001254185,0.0007201501,0.0006132191,0.01356743],"category_scores_gemma":[0.01389576,0.0001902028,0.001233201,0.0009051338,0.0004464748,0.0007501759,0.001331649,0.001113028,0.006798166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986902,"about_ca_system_score_gemma":0.0008451871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879592,"about_ca_topic_score_gemma":0.00118847,"domain_scores_codex":[0.9944381,0.001856092,0.0007202578,0.0004409933,0.002249077,0.0002954968],"domain_scores_gemma":[0.985612,0.003995577,0.002167593,0.001559839,0.006001269,0.0006637114],"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":[0.000574546,0.003180156,0.4780037,0.0008579901,0.0002520563,0.0002525283,0.002253642,0.0003258177,0.005958384,0.001461226,0.0133088,0.4935712],"study_design_scores_gemma":[0.0001338691,0.005543795,0.8831364,0.001291257,0.0004002188,0.005655574,0.004695343,0.002432521,0.01557658,0.003103591,0.07791515,0.0001157689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8110322,0.002947146,0.02681854,0.001402196,0.0006263083,0.006662962,0.005965502,0.0006460221,0.1438992],"genre_scores_gemma":[0.8871505,0.002078098,0.03183816,0.001083805,0.0002297083,0.003200879,0.004573602,0.0001081537,0.06973708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01356743,"threshold_uncertainty_score":0.04538751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.222054174222368,"score_gpt":0.4786558655265343,"score_spread":0.2566016913041663,"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."}}