{"id":"W2922404812","doi":"10.14510/araj.2019.4221","title":"Itch: the good, the bad and the ugly.","year":2019,"lang":"en","type":"article","venue":"Journal of the American Romanian Academy of Arts and Sciences","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Psychology; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001181496,0.00007914626,0.0002799818,0.00003712891,0.0003857508,0.00004066445,0.0004899753,0.00002040198,0.00002539989],"category_scores_gemma":[0.0001236918,0.0000226772,0.0001123269,0.000205621,0.004998185,0.0001064656,0.00009875449,0.0002978738,0.000002393498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003592863,"about_ca_system_score_gemma":0.0000575171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575278,"about_ca_topic_score_gemma":0.00000149397,"domain_scores_codex":[0.9989893,0.0001686474,0.0002511496,0.00009281894,0.0003574929,0.0001405907],"domain_scores_gemma":[0.9987298,0.0005330404,0.0005428388,0.0001109534,0.00002319409,0.00006023017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009396065,0.0001079208,0.916014,0.000043396,0.0003246219,0.00001288919,0.005317592,0.00003371763,0.001160472,0.02416734,0.03887898,0.0129995],"study_design_scores_gemma":[0.0007124905,0.0001524701,0.9654341,0.00008796879,0.0001530636,0.001199159,0.004157609,0.0002261644,0.0001880347,0.00308713,0.02454972,0.0000520656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8344644,0.002581252,0.000001053076,0.1600432,0.00008474434,0.0001289772,9.546799e-7,0.000001682545,0.002693792],"genre_scores_gemma":[0.9902325,0.0006085302,0.00003411261,0.008675986,0.00008514552,7.913377e-7,1.309111e-8,0.000002679632,0.0003602634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1557681,"threshold_uncertainty_score":0.9977096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504948489573307,"score_gpt":0.2858339959224837,"score_spread":0.2707845110267506,"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."}}