{"id":"W4309621512","doi":"10.1097/der.0000000000000968","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; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001673467,0.00006375113,0.0001006378,0.0001474641,0.0003553509,0.00005962497,0.0001636451,0.00002313429,0.0009824291],"category_scores_gemma":[0.000004370662,0.00006719325,0.0000307734,0.0002787968,0.000007272136,0.0002144347,0.000237374,0.0001410542,0.0002559638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008007183,"about_ca_system_score_gemma":0.00002813286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414138,"about_ca_topic_score_gemma":0.0001095751,"domain_scores_codex":[0.9993511,0.00001194589,0.0001626387,0.0001184804,0.000179681,0.0001760824],"domain_scores_gemma":[0.9997025,0.000008063086,0.00008834957,0.0001648113,0.00003093522,0.000005367837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.630123e-7,0.0001017635,0.06352922,0.0003630214,0.00002704157,0.0001303758,0.00008192148,0.00001444152,0.00001442259,0.6312996,0.2602176,0.04422019],"study_design_scores_gemma":[0.0001439937,0.00000488814,0.03229961,0.000002672555,0.00000432049,0.00002084539,0.0002080193,0.001896344,0.000001629577,0.002462809,0.9628755,0.00007936564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480593,0.0002827477,0.001080551,0.07451439,0.002987397,0.0008397172,0.00001693501,0.002120857,0.3700981],"genre_scores_gemma":[0.9855099,0.000003378771,0.0004268298,0.01351593,0.0002724417,0.0001369309,0.00001989636,0.00001242893,0.0001022995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7026579,"threshold_uncertainty_score":0.9999308,"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."}}