{"id":"W2997046287","doi":"10.2147/phmt.s222010","title":"<p>Medication Utilization Patterns 90 Days Before Initiation of Treatment with Repository Corticotropin Injection in Patients with Infantile Spasms</p>","year":2020,"lang":"en","type":"article","venue":"Pediatric Health Medicine and Therapeutics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; University of Washington","keywords":"Vigabatrin; Medicine; Cohort; Pediatrics; Epilepsy; Pharmacotherapy; Cohort study; Internal medicine; Drug; Psychiatry; Anticonvulsant","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037684,0.0001188471,0.0001859343,0.0005057616,0.0002130321,0.0003500321,0.0001782411,0.0001999019,0.001360134],"category_scores_gemma":[0.0009120396,0.0001327543,0.0002811307,0.0007719172,0.0001194446,0.0002298788,0.0001978963,0.0003171473,0.0002296197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473647,"about_ca_system_score_gemma":0.0003973225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148729,"about_ca_topic_score_gemma":0.01663026,"domain_scores_codex":[0.999785,0.00003599792,0.00003985761,0.00004958932,0.00003756387,0.00005201765],"domain_scores_gemma":[0.999164,0.0001021208,0.0005608252,0.00002171399,0.00004576172,0.0001056836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000684253,0.0000179304,0.9984062,0.000006899672,0.00001372808,0.00009339322,0.00002827096,0.00002090204,0.0001082862,0.000005070914,0.0001215358,0.001109372],"study_design_scores_gemma":[0.000004263009,0.00006163708,0.9993273,0.000006128343,0.000007406787,0.0002409266,0.00008563681,0.0001280909,0.00004593694,0.000004607917,0.00008632,0.000001606858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988768,0.0001539788,0.00002720929,0.00004011808,0.000003251559,0.000006444691,0.0005385578,0.000002794688,0.0003509182],"genre_scores_gemma":[0.9992172,0.00009857456,0.00004308379,0.00003176954,0.000005942125,0.000006557285,0.0005157023,0.000001273695,0.00007997815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148729,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04056234374854283,"score_gpt":0.3177787628751755,"score_spread":0.2772164191266327,"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."}}