{"id":"W2404257441","doi":"10.2310/6620.2008.07078","title":"Grenz Ray Therapy in the New Millennium: Still a Valid Treatment Option?","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Psoriasis; Refractory (planetary science); Treatment modality; Surgery","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":[0.00008954098,0.00016683,0.0002543321,0.0001405078,0.0001067048,0.00002417838,0.0001250684,0.00006345974,0.0005157604],"category_scores_gemma":[0.00004639521,0.0001040029,0.0001050388,0.0002807733,0.0000935959,0.00006364569,0.00001344518,0.0001176391,0.0002245186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836195,"about_ca_system_score_gemma":0.0002940976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239283,"about_ca_topic_score_gemma":0.0002948527,"domain_scores_codex":[0.9986925,0.0001637306,0.0002249854,0.0002041696,0.0004188055,0.0002958144],"domain_scores_gemma":[0.9993113,0.0001239981,0.00003415563,0.0003537341,0.00006816907,0.0001086622],"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":[0.0004818129,0.003114226,0.2816214,0.00009669257,0.0004980034,0.009241186,0.1187611,0.000188887,0.002682865,0.0006274343,0.430773,0.1519135],"study_design_scores_gemma":[0.01427879,0.002367086,0.3672318,0.00009744443,0.00003736042,0.01400644,0.001803078,0.001376312,0.004719576,0.0004061171,0.5932657,0.0004103265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672225,0.004393817,0.000265892,0.02186102,0.00005861596,0.001262284,0.00001642703,0.00004932568,0.004870143],"genre_scores_gemma":[0.9743004,0.0160994,0.0003993936,0.005047576,0.0001303881,0.0001309816,0.00005122829,0.00002275198,0.003817847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624928,"threshold_uncertainty_score":0.5647215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05802616947182229,"score_gpt":0.3324389643446145,"score_spread":0.2744127948727922,"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."}}