{"id":"W4252601267","doi":"10.1097/der.0b013e318266f9d5","title":"SELF-ASSESSMENT","year":2012,"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; Dermatology; Volume (thermodynamics); Thermodynamics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002479856,0.0005247907,0.0009429366,0.001364272,0.0006848991,0.0009304313,0.0005781199,0.0007966244,0.03472006],"category_scores_gemma":[0.007109602,0.0001527076,0.00114147,0.0004357007,0.0002788313,0.0006730747,0.0008190259,0.001602264,0.008704046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470946,"about_ca_system_score_gemma":0.0005673163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104633,"about_ca_topic_score_gemma":0.002397357,"domain_scores_codex":[0.9983134,0.0003908726,0.0002199384,0.0001594634,0.0007728807,0.0001434325],"domain_scores_gemma":[0.9953769,0.0008570351,0.0006933562,0.0003904672,0.002258803,0.0004234084],"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":[0.001401053,0.004853352,0.4503667,0.002453587,0.0007058689,0.0007438144,0.003940208,0.0006765116,0.005214904,0.001452949,0.09803254,0.4301584],"study_design_scores_gemma":[0.000336576,0.003925624,0.7901427,0.001834579,0.0005378295,0.005588727,0.004292943,0.001742799,0.003528439,0.001862676,0.186012,0.0001951634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7178397,0.00696291,0.006088995,0.004130328,0.001062247,0.009009206,0.01007026,0.0005822152,0.2442542],"genre_scores_gemma":[0.8519322,0.006633556,0.01296306,0.002536444,0.000321036,0.004096212,0.008777724,0.000115885,0.1126239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9652799,"threshold_uncertainty_score":0.1161502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053737949853518,"score_gpt":0.2867666585079169,"score_spread":0.2762292790093818,"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."}}