{"id":"W4241488932","doi":"10.1097/der.0000000000000012","title":"Self-Assessment","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","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":[0.002201184,0.0005330644,0.0009172095,0.001576732,0.0005272542,0.0008582952,0.0006727157,0.0006894322,0.02247386],"category_scores_gemma":[0.006169129,0.0002089817,0.00125923,0.0007227313,0.0002298001,0.0008083088,0.0008821751,0.001601695,0.006690509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691359,"about_ca_system_score_gemma":0.001007083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017202,"about_ca_topic_score_gemma":0.003415557,"domain_scores_codex":[0.9982765,0.0003601616,0.0002546393,0.0001857832,0.0007731791,0.0001497443],"domain_scores_gemma":[0.9959165,0.0007424255,0.0006884621,0.0002260494,0.002013117,0.0004134686],"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":[0.0007705396,0.004134489,0.3138943,0.002146467,0.0005597715,0.0002607464,0.00269218,0.0007646934,0.001732704,0.001380252,0.1365788,0.5350851],"study_design_scores_gemma":[0.0002764431,0.002418718,0.8045898,0.002111991,0.0004110565,0.001544024,0.002597967,0.001605469,0.001892713,0.002054729,0.1803003,0.0001968775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6939342,0.01499615,0.01263885,0.007917879,0.001942482,0.01270739,0.03176251,0.001752505,0.2223479],"genre_scores_gemma":[0.8382525,0.01566219,0.02306429,0.00334758,0.0005872924,0.01034837,0.02321368,0.0002296355,0.08529437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247386,"threshold_uncertainty_score":0.07518262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083033171866491,"score_gpt":0.251595135482198,"score_spread":0.2432918182955489,"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."}}