{"id":"W4392094680","doi":"10.1089/derm.2024.29029.sas","title":"Self-Assessment","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","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":[0.003093685,0.0005645592,0.001009225,0.001918788,0.0008695928,0.001102923,0.000645096,0.0007443289,0.02253751],"category_scores_gemma":[0.008882065,0.0002189904,0.001224222,0.0005769457,0.0003429114,0.0005879948,0.001324426,0.001622433,0.01012591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730007,"about_ca_system_score_gemma":0.0009495894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094509,"about_ca_topic_score_gemma":0.003005061,"domain_scores_codex":[0.997368,0.000720593,0.0004044175,0.000243782,0.0009803871,0.0002828298],"domain_scores_gemma":[0.9913452,0.001464342,0.001407173,0.0007213303,0.004121457,0.0009406543],"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":[0.0005974236,0.004605646,0.7073892,0.0007935089,0.0003046608,0.0003830648,0.003878563,0.0002280135,0.002275236,0.0009605176,0.04629675,0.2322874],"study_design_scores_gemma":[0.0001532032,0.001799355,0.8782178,0.0005541955,0.0002078936,0.001862437,0.004312998,0.0009798958,0.002035112,0.0009315999,0.1088382,0.0001073114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8167822,0.001946159,0.003817486,0.002605392,0.0009236545,0.006286021,0.008517987,0.0004301867,0.158691],"genre_scores_gemma":[0.8206024,0.002322188,0.01304531,0.002726407,0.0004156035,0.005339613,0.01108441,0.0001090569,0.144355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02253751,"threshold_uncertainty_score":0.07539546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008352146584127688,"score_gpt":0.2899181104427698,"score_spread":0.2815659638586421,"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."}}