{"id":"W2606002231","doi":"10.5114/ada.2017.67088","title":"Supermedicus Award for Professor Cezary Kowalewski","year":2017,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009722007,0.0001795467,0.0005681906,0.000100601,0.0003153919,0.000008452972,0.0002382078,0.0002449428,0.0000494779],"category_scores_gemma":[0.0006910711,0.0001565593,0.00006172563,0.00002506324,0.0009671309,0.0002190878,0.0001510335,0.0002090255,0.00001621625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000178829,"about_ca_system_score_gemma":0.0001060952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109224,"about_ca_topic_score_gemma":0.0001547542,"domain_scores_codex":[0.9987397,0.00005765329,0.0003230375,0.0003690849,0.00006714468,0.0004433753],"domain_scores_gemma":[0.998897,0.0002940205,0.0001543416,0.0005120979,0.00005129179,0.0000912551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001482747,0.000379188,0.9436218,0.00067491,0.0001290391,0.001636455,0.0003891539,0.000003210836,0.0002960495,0.01475789,0.004686683,0.03194283],"study_design_scores_gemma":[0.008391921,0.0003379275,0.7037808,0.0002087956,0.0001078659,0.004601602,0.0003883944,0.0001996663,0.0009620606,0.02380464,0.2568381,0.0003782793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452425,0.02576221,0.0002880797,0.02236505,0.001030086,0.0008420271,0.00001252048,0.00007706436,0.00438042],"genre_scores_gemma":[0.9926854,0.004144682,0.001015192,0.001187023,0.00008386171,0.0002579458,0.00002527517,0.00002106281,0.0005795673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521514,"threshold_uncertainty_score":0.6384302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368835374513011,"score_gpt":0.3357846499460268,"score_spread":0.3220962962008967,"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."}}