{"id":"W3180104903","doi":"10.1111/dth.15062","title":"Less is more? Failure of one <scp>JAK</scp> inhibitor does not predict failure of another one in a patient with alopecia areata","year":2021,"lang":"en","type":"letter","venue":"Dermatologic Therapy","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Alopecia areata; Dermatology; Bioinformatics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001095439,0.0007055202,0.002055524,0.0004782703,0.00004487551,0.00002636792,0.0003795873,0.001310471,0.000275437],"category_scores_gemma":[0.00009062456,0.0004630108,0.0003109944,0.0006017039,0.0004292388,0.0001059513,0.00008267289,0.001356095,0.000007287011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127138,"about_ca_system_score_gemma":0.0003718168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015419,"about_ca_topic_score_gemma":0.0002835782,"domain_scores_codex":[0.9962122,0.0002269637,0.001023723,0.0008186305,0.001028138,0.0006903463],"domain_scores_gemma":[0.9975675,0.000276795,0.0006480277,0.00105679,0.0003367378,0.000114106],"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":[0.0006407582,0.001925285,0.1059381,0.003102328,0.001534724,0.003821015,0.009354501,0.000005961308,0.006222279,0.00002575281,0.8645956,0.002833725],"study_design_scores_gemma":[0.01763255,0.002128794,0.01184468,0.005559173,0.0004863726,0.000773812,0.01291259,0.00002117603,0.2588044,0.0001680143,0.6887896,0.0008787841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793068,0.002339548,0.00009130073,0.2152386,0.0001205488,0.001565139,0.000551901,0.00008626089,0.0006998623],"genre_scores_gemma":[0.6267672,0.0009339327,0.001439001,0.3683419,0.0004557554,0.000251847,0.00111927,0.000172864,0.0005181882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525822,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956344041283758,"score_gpt":0.2227271515376507,"score_spread":0.2031637111248131,"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."}}