{"id":"W4238819867","doi":"10.1097/der.0000000000000157","title":"Self-Assessment","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Suite; Dermatology; Gerontology; Archaeology; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009063652,0.00008016624,0.000224141,0.00006436867,0.00004628073,0.000003169832,0.00003762633,0.00004662867,0.00003588018],"category_scores_gemma":[0.00002063089,0.00006653224,0.00003662562,0.00007937062,0.00004693752,0.00004412367,0.00002642021,0.0001081328,0.0003787526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390037,"about_ca_system_score_gemma":0.0002120246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007121497,"about_ca_topic_score_gemma":0.000002073484,"domain_scores_codex":[0.9993374,0.00002628256,0.0001657814,0.0001059487,0.000217475,0.0001471614],"domain_scores_gemma":[0.9994423,0.00002111891,0.00003708825,0.0001956475,0.00009751538,0.0002062646],"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":[0.000001698354,0.00005955164,0.02458124,0.00006016438,0.00005151258,0.0003664538,0.0005547617,1.112693e-7,0.000003562488,0.0005753639,0.9730856,0.0006599961],"study_design_scores_gemma":[0.001522609,0.0001026651,0.03886243,0.00002221245,0.0000722964,0.0005988284,0.0004723898,0.0002238008,0.00004482647,0.00009810158,0.9579083,0.00007158391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03576939,0.001891371,0.0009266705,0.02122012,0.0006730658,0.0002416469,0.000001913342,0.0002713932,0.9390044],"genre_scores_gemma":[0.7824351,0.0002653133,0.02316822,0.1916646,0.0003648508,0.00006091996,0.0000383112,0.00002560384,0.001977036],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9370274,"threshold_uncertainty_score":0.4868224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402739788790784,"score_gpt":0.2966470066950123,"score_spread":0.2726196088071045,"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."}}