{"id":"W4327892903","doi":"10.1089/derm.2023.29021.sas.rev","title":"Self-Assessment","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Traditional medicine; Gerontology; Family 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":[0.002235197,0.0005544797,0.0009794235,0.001783499,0.0007762497,0.0009049213,0.0006458646,0.0007497129,0.02057703],"category_scores_gemma":[0.005856659,0.0002067183,0.001044581,0.0004920137,0.0002651137,0.0005353834,0.001096554,0.001367969,0.008566103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372212,"about_ca_system_score_gemma":0.000862088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343208,"about_ca_topic_score_gemma":0.00368205,"domain_scores_codex":[0.9981297,0.0004861691,0.0002886471,0.0002000197,0.000689617,0.0002058088],"domain_scores_gemma":[0.9947672,0.0007562911,0.0007884538,0.0003929541,0.002722386,0.0005727754],"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":[0.0007408725,0.005170711,0.6621857,0.0009527169,0.0002894137,0.0006384562,0.003316382,0.0002137957,0.003373163,0.0007484732,0.03982835,0.2825419],"study_design_scores_gemma":[0.0001706711,0.002657202,0.8698214,0.0006898152,0.0002609353,0.003535325,0.003650434,0.001182628,0.003103609,0.0008413396,0.1139701,0.0001165869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8084751,0.002629216,0.00450188,0.002617038,0.0008019544,0.007504003,0.00732708,0.0004503905,0.1656933],"genre_scores_gemma":[0.8128703,0.00280892,0.01296923,0.002485004,0.0003549022,0.004708012,0.009107547,0.00009987066,0.1545963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02057703,"threshold_uncertainty_score":0.06883705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328666409452458,"score_gpt":0.2805032114134455,"score_spread":0.267216547318921,"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."}}