{"id":"W4206207684","doi":"10.1016/j.jval.2021.11.430","title":"POSB157 Demographics and Treatment Patterns of Onychomycosis Patients Claiming Efinaconazole: A Canadian Retrospective Claims Analysis Stratified By Diabetes Status","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada); Health Canada","funders":"","keywords":"Medicine; Terbinafine; Dermatology; Nail matrix; Diabetes mellitus; Population; Type 2 diabetes; Itraconazole; Internal medicine; Antifungal; Nail plate; Psoriasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007505488,0.00078382,0.0007259339,0.003210253,0.002485091,0.001982545,0.002061066,0.001182344,0.005047052],"category_scores_gemma":[0.002919447,0.001115181,0.002075966,0.008047381,0.0008773127,0.000856218,0.001181042,0.001612261,0.0007203241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01532511,"about_ca_system_score_gemma":0.01737997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726641,"about_ca_topic_score_gemma":0.9744168,"domain_scores_codex":[0.9980292,0.00009466032,0.000157988,0.0003217698,0.0006565843,0.0007398217],"domain_scores_gemma":[0.9960926,0.0001767788,0.00128643,0.0001921359,0.001581351,0.0006707245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001546335,0.00005164292,0.997072,0.00001800459,0.0001331401,0.0001229934,0.0002032989,0.00006184633,0.0001351663,0.00008595132,0.0009673079,0.0009940687],"study_design_scores_gemma":[0.00001191006,0.0000257128,0.9984504,0.00002105453,0.00004670025,0.0001369655,0.0004894396,0.0001947045,0.00003502687,0.0000193534,0.0005512575,0.00001747359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817505,0.0006824948,0.00008563428,0.0002089742,0.00001565386,0.0000535359,0.01468494,0.00001563127,0.002502565],"genre_scores_gemma":[0.9912351,0.0005497308,0.0001752054,0.0001770883,0.00001470683,0.00002612073,0.0067322,0.00001662333,0.001073167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02733594,"threshold_uncertainty_score":0.1111919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502566635061459,"score_gpt":0.2602608489948207,"score_spread":0.2452351826442061,"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."}}