{"id":"W4206090057","doi":"10.1097/der.0000000000000857","title":"Self-Assessment","year":2022,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002248592,0.0005189587,0.0008965433,0.001626045,0.0004953865,0.0008713739,0.0006574328,0.0006578888,0.02353705],"category_scores_gemma":[0.006280985,0.0002014178,0.001234501,0.0007359672,0.0002185554,0.0007966901,0.0008506844,0.001547389,0.007126657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702416,"about_ca_system_score_gemma":0.00101247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201936,"about_ca_topic_score_gemma":0.003453824,"domain_scores_codex":[0.9982713,0.0003673163,0.0002495011,0.0001830252,0.0007830899,0.0001457199],"domain_scores_gemma":[0.9958166,0.0007832363,0.000694317,0.0002184467,0.002056354,0.0004309918],"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":[0.0007473681,0.003743665,0.2914332,0.00220192,0.0005507576,0.000222825,0.002337466,0.0006994553,0.001515467,0.001363238,0.144921,0.5502637],"study_design_scores_gemma":[0.000266574,0.002327758,0.7908152,0.002362068,0.0004097168,0.001449461,0.002325205,0.00142389,0.001657224,0.002067546,0.19471,0.0001853448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6551343,0.0186342,0.01344185,0.008776016,0.002167999,0.01294485,0.03721513,0.001967127,0.2497185],"genre_scores_gemma":[0.8220636,0.0190252,0.02418528,0.003697995,0.0006653455,0.0106878,0.02665067,0.0002594078,0.09276472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.976463,"threshold_uncertainty_score":0.07873923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009492167113915055,"score_gpt":0.2589321667936068,"score_spread":0.2494399996796917,"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."}}