{"id":"W4400949631","doi":"10.1001/jamadermatol.2024.2298","title":"Favorable Response to Type 2 Inhibitors in Patients With Darier Disease","year":2024,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Darier's disease; Dermatology; Darier Disease; Disease; Internal medicine","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":[0.00006276474,0.0001325486,0.000116358,0.0001113616,0.00003334121,0.00004283098,0.0001230176,0.0001169977,0.00003940922],"category_scores_gemma":[0.0001502414,0.000108317,0.00003474431,0.0002305205,0.00006003575,0.000004945909,0.00009725576,0.00008213842,0.0001065551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001609486,"about_ca_system_score_gemma":0.0002731088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006983248,"about_ca_topic_score_gemma":0.0000116723,"domain_scores_codex":[0.9990277,0.0001050178,0.0001486138,0.0003555258,0.0001056241,0.0002574857],"domain_scores_gemma":[0.9994184,0.00001853133,0.00001618066,0.0002832444,0.00006478771,0.0001988305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01128578,0.0003459618,0.8533408,0.0001379629,0.0001001397,0.0006723555,0.0002027265,0.0002992017,0.007435103,0.0001586416,0.1211227,0.004898687],"study_design_scores_gemma":[0.001196608,0.0003258039,0.6640586,0.00007216909,0.0000273106,0.00002107713,0.0000390449,0.00004251983,0.004542757,0.00009249733,0.3292707,0.000311005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962584,0.001196631,0.00009314933,0.001526402,0.0002841719,0.0002263471,0.00003154332,0.00002054484,0.0003628578],"genre_scores_gemma":[0.9982184,0.0000113812,0.000157083,0.0008640178,0.00005847597,0.00002579704,0.0001290597,0.00002558069,0.000510188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208148,"threshold_uncertainty_score":0.4417039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002698706717000183,"score_gpt":0.2141555372638527,"score_spread":0.2114568305468525,"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."}}