{"id":"W4403059121","doi":"10.58931/crt.2024.1249","title":"Exploring Newer Topical Therapies for Inflammatory Skin Diseases: A Guide for Rheumatologists","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research","funders":"","keywords":"Medicine; Dermatology; Intensive care medicine; Medical physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001620285,0.0003237275,0.0007026687,0.0004834184,0.0002725045,0.00006524444,0.0002307027,0.000304286,0.0002129173],"category_scores_gemma":[0.000857537,0.0002948047,0.0003936359,0.0001668537,0.0003450162,0.0002316995,0.00002916917,0.0002040299,0.0001036117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997567,"about_ca_system_score_gemma":0.001786334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945072,"about_ca_topic_score_gemma":0.01038887,"domain_scores_codex":[0.9977916,0.00006069653,0.0005648561,0.0005999143,0.0001136859,0.0008692661],"domain_scores_gemma":[0.9977566,0.000764893,0.00005587769,0.0004581764,0.0001442662,0.000820178],"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":[0.0004847254,0.00009488082,0.2980384,0.003097495,0.001031148,0.0009545649,0.001337803,0.000005825224,0.00001829939,0.1378926,0.5403501,0.01669407],"study_design_scores_gemma":[0.002114891,0.0001389192,0.04347739,0.0007321645,0.0003004034,0.001815337,0.000671643,0.0009613448,0.0000944279,0.006250707,0.9429169,0.000525831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263963,0.03603903,0.00235052,0.02367284,0.00463489,0.002991606,0.0005564842,0.000801056,0.002557261],"genre_scores_gemma":[0.9930904,0.0006403026,0.0009228908,0.001318183,0.0001056881,0.002205563,0.0002474334,0.00008186918,0.001387688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025668,"threshold_uncertainty_score":0.9999504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117361444784287,"score_gpt":0.2904819814659368,"score_spread":0.2493083670180939,"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."}}