{"id":"W3169092201","doi":"","title":"Ultraviolet-B irradiation of the skin for alteration of immunophenotype and functional responses in clinically isolated syndrome","year":2016,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Biology; Immunophenotyping; Ultraviolet irradiation; Ultraviolet; Ultraviolet radiation; Ultraviolet b; Irradiation; Microbiology; Immunology; Dermatology; Flow cytometry; Radiochemistry; Optics; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005524803,0.00004652885,0.0001469838,0.0001239199,0.0001024033,0.000005428509,0.00005018525,0.00007831078,0.00001197343],"category_scores_gemma":[0.00007961183,0.00003301756,0.00004292151,0.0001194805,0.0003037022,0.00009313053,0.00003692694,0.0001091591,3.734343e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002615332,"about_ca_system_score_gemma":0.00006803514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721164,"about_ca_topic_score_gemma":0.000005941584,"domain_scores_codex":[0.9992213,0.0001627599,0.0001860412,0.0001386996,0.0001950391,0.00009615706],"domain_scores_gemma":[0.9992792,0.0002288113,0.0001276739,0.0001183489,0.0002091093,0.00003686383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003688422,0.0001048956,0.3094639,0.0002758342,0.00005193971,0.000009933824,0.0005705011,0.000002376523,0.6837662,0.000162724,0.00005282082,0.001850452],"study_design_scores_gemma":[0.001453975,0.0008079963,0.9648486,0.000495273,0.00001805117,0.00006204229,0.0005151338,0.00008052197,0.03154766,0.00007764724,0.00005592382,0.00003716061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998532,0.00003540983,0.0002799398,0.0006289189,0.00005445066,0.0004350179,0.00001160379,0.000003898105,0.00001877476],"genre_scores_gemma":[0.9951565,0.00004091139,0.0001667989,0.000003136625,0.00001573599,0.000001370877,0.000002419485,0.000003609225,0.004609521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553847,"threshold_uncertainty_score":0.1346417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419134828195896,"score_gpt":0.3330269134757909,"score_spread":0.2588355651938319,"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."}}