{"id":"W4388888493","doi":"10.1089/derm.2023.29027.sas","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; Library science; Computer science","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":[0.002235201,0.0005544805,0.0009794245,0.001783502,0.0007762501,0.000904923,0.0006458653,0.0007497129,0.02057703],"category_scores_gemma":[0.005856667,0.0002067185,0.001044583,0.0004920145,0.0002651142,0.0005353839,0.001096555,0.00136797,0.008566103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372217,"about_ca_system_score_gemma":0.0008620889,"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":[0.9981297,0.0004861705,0.0002886479,0.0002000201,0.0006896196,0.0002058094],"domain_scores_gemma":[0.9947672,0.0007562918,0.0007884545,0.000392955,0.002722391,0.0005727754],"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":[0.000740873,0.005170712,0.6621858,0.0009527165,0.0002894143,0.0006384556,0.003316384,0.0002137959,0.003373168,0.0007484732,0.03982832,0.282542],"study_design_scores_gemma":[0.0001706712,0.002657201,0.8698215,0.000689815,0.0002609358,0.003535327,0.003650437,0.001182629,0.003103614,0.0008413389,0.11397,0.0001165869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.808475,0.002629218,0.00450189,0.002617038,0.0008019542,0.007504009,0.007327086,0.0004503913,0.1656933],"genre_scores_gemma":[0.8128703,0.002808919,0.01296924,0.002485003,0.0003549018,0.00470801,0.009107552,0.00009987085,0.1545963],"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."}}