{"id":"W4286916172","doi":"10.1097/der.0000000000000811","title":"SELF-ASSESSMENT","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002358517,0.0004768374,0.0008028081,0.001337017,0.0006460056,0.0009146114,0.0005266134,0.0007563762,0.04383154],"category_scores_gemma":[0.007325763,0.0001345433,0.0009943387,0.0004319421,0.0002479926,0.0006268794,0.0007805311,0.001496048,0.01093294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418774,"about_ca_system_score_gemma":0.000589629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054793,"about_ca_topic_score_gemma":0.002437559,"domain_scores_codex":[0.9983277,0.0004241045,0.0002091466,0.0001619528,0.0007372934,0.0001399233],"domain_scores_gemma":[0.9951126,0.0008921929,0.0007111466,0.0003856509,0.002402005,0.000496441],"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":[0.001238195,0.003904483,0.3744986,0.002190683,0.0005894508,0.0006615657,0.002827292,0.0005308243,0.004081076,0.001601245,0.1425773,0.4652992],"study_design_scores_gemma":[0.000327244,0.003546667,0.7013729,0.002074676,0.0004728136,0.005556841,0.003369192,0.001426955,0.003003517,0.001908691,0.2767676,0.0001729874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6182739,0.009604181,0.007087361,0.006571255,0.001680106,0.009219223,0.01319351,0.0007321888,0.3336383],"genre_scores_gemma":[0.8012101,0.008833741,0.01321212,0.003525093,0.0005017697,0.004172054,0.01040226,0.0001478507,0.157995],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04383154,"threshold_uncertainty_score":0.1466311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008841149354692072,"score_gpt":0.2801196368402079,"score_spread":0.2712784874855159,"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."}}