{"id":"W4392856628","doi":"10.1089/derm.2024.29030.sas","title":"Self-Assessment","year":2024,"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; 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":[],"consensus_categories":[],"category_scores_codex":[0.004657552,0.0006471361,0.0007834806,0.002874001,0.0004904514,0.001253114,0.0007263809,0.0006167226,0.01355367],"category_scores_gemma":[0.01398373,0.0001914707,0.001252082,0.0009035015,0.0004509814,0.0007516193,0.001344087,0.001123912,0.006791939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058621,"about_ca_system_score_gemma":0.0008680112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004966261,"about_ca_topic_score_gemma":0.001217522,"domain_scores_codex":[0.9944041,0.001860439,0.0007284527,0.0004434318,0.002263432,0.0003001039],"domain_scores_gemma":[0.9854519,0.004024095,0.002192677,0.001572445,0.006084581,0.0006742871],"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":[0.0005726449,0.003208943,0.4814999,0.0008610965,0.0002551553,0.0002521333,0.002291128,0.0003267837,0.005863246,0.00147035,0.01354942,0.4898492],"study_design_scores_gemma":[0.0001341436,0.005482839,0.8833206,0.001279496,0.0004014415,0.00552898,0.004678037,0.002414509,0.01516751,0.003071422,0.0784051,0.0001158842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127401,0.002896731,0.02638798,0.001412611,0.0006243623,0.006748891,0.005990652,0.0006477779,0.1425509],"genre_scores_gemma":[0.8856671,0.00207467,0.03196568,0.001096947,0.0002306353,0.003303402,0.004707992,0.0001098925,0.07084379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355367,"threshold_uncertainty_score":0.04534155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823254602382604,"score_gpt":0.4811236656114292,"score_spread":0.1987982053731688,"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."}}