{"id":"W4254331411","doi":"10.1097/01206501-200503000-00001","title":"SELF-ASSESSMENT","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Erythromycin; Streptomyces griseus; Library science; Family medicine; Antibiotics; Microbiology; Streptomyces; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004076234,0.00006526616,0.0001171425,0.00003886462,0.00004757322,0.0000109133,0.00003729816,0.00003529645,0.0008447698],"category_scores_gemma":[0.000003418536,0.00005923445,0.00004839891,0.00005571742,0.00001332869,0.0001167286,0.0000148751,0.00007958593,0.0007328542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006187825,"about_ca_system_score_gemma":0.00007591792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004575517,"about_ca_topic_score_gemma":0.00000339995,"domain_scores_codex":[0.9995088,0.00001060201,0.0001544668,0.00007604912,0.0001248666,0.0001252349],"domain_scores_gemma":[0.9997209,0.000007683849,0.00003110372,0.0001653661,0.00002563517,0.00004930565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005487703,0.0006211122,0.1438436,0.0003867699,0.000272278,0.0001605848,0.002641073,0.00002540118,0.0007074841,0.01192136,0.5822328,0.257182],"study_design_scores_gemma":[0.0005450108,0.00002329929,0.2830921,0.00001460154,0.00001993656,0.00005973425,0.00006399737,0.001205854,0.0004477032,0.00002839282,0.7144424,0.00005699365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5367151,0.0008266306,0.001120834,0.03153922,0.0001500324,0.0003864589,0.000003399592,0.0004877861,0.4287705],"genre_scores_gemma":[0.9779482,0.0001742569,0.01049406,0.01044114,0.00009112614,0.00001732947,0.00001601655,0.00001162049,0.0008062929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441233,"threshold_uncertainty_score":0.9419603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006061621395374022,"score_gpt":0.2559225880793563,"score_spread":0.2498609666839823,"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."}}