{"id":"W4367608264","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a3803","title":"Persistence and Predictors of Persistency for Pulmonary Arterial Hypertension (PAH) Patients on Selexipag in Canada: A Retrospective Claims Database Study","year":2023,"lang":"en","type":"article","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; University of Alberta; Université Laval; University of Ottawa","funders":"","keywords":"Persistence (discontinuity); Database; Retrospective cohort study; Internal medicine; Medicine; Cardiology; Computer science; Engineering","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":[0.0008757927,0.0004883115,0.0008716646,0.002390705,0.002786803,0.002581171,0.002322612,0.001196661,0.003150743],"category_scores_gemma":[0.004579032,0.0007842181,0.001219747,0.01022239,0.00113433,0.001061547,0.001528754,0.001764632,0.0003978244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02083674,"about_ca_system_score_gemma":0.03228439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9659947,"about_ca_topic_score_gemma":0.9756138,"domain_scores_codex":[0.9978558,0.000136942,0.000307367,0.0003872235,0.0006460224,0.0006665748],"domain_scores_gemma":[0.9909232,0.0005684391,0.003043551,0.0004651016,0.003266234,0.001733432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006844546,0.00003683946,0.9983891,0.00002130279,0.00008479223,0.00008486172,0.0001692486,0.00003208849,0.00004062843,0.00006791042,0.0004977159,0.000507042],"study_design_scores_gemma":[0.00001852423,0.00003241107,0.9971801,0.0000525875,0.00009796952,0.00017272,0.001227656,0.0003769397,0.00004025937,0.00003633148,0.0007430025,0.00002154935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825407,0.0007468725,0.0001078014,0.0003951431,0.00002182389,0.00007119037,0.01454067,0.00001367782,0.00156216],"genre_scores_gemma":[0.9929837,0.0004820861,0.0001757531,0.0002293904,0.00001839819,0.00003562533,0.005480101,0.000008094819,0.0005869135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03400534,"threshold_uncertainty_score":0.1511818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224934763524342,"score_gpt":0.2623323065042861,"score_spread":0.2200829588690427,"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."}}