{"id":"W2997046287","doi":"10.2147/phmt.s222010","title":"&lt;p&gt;Medication Utilization Patterns 90 Days Before Initiation of Treatment with Repository Corticotropin Injection in Patients with Infantile Spasms&lt;/p&gt;","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297517,0.0002192212,0.000486538,0.0002585789,0.00009494255,0.000007182103,0.00004299395,0.00009201562,0.00001964005],"category_scores_gemma":[0.00003446621,0.0001378686,0.00002524528,0.0005623684,0.00008907951,0.00009937761,0.00001320067,0.0001539444,0.000001471686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703982,"about_ca_system_score_gemma":0.0005955266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022505,"about_ca_topic_score_gemma":0.0001951743,"domain_scores_codex":[0.9980382,0.0001272812,0.0006035615,0.0003347983,0.0005846205,0.0003115443],"domain_scores_gemma":[0.9987342,0.00007913026,0.0003878255,0.000213306,0.0002308253,0.0003547635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009523553,0.0004838301,0.9660909,0.0004937706,0.00007920302,0.00001128915,0.003672645,0.000009528835,0.00002723235,0.00003937606,0.00004433888,0.02809556],"study_design_scores_gemma":[0.009901986,0.03580617,0.9515846,0.0002080941,0.0003134847,0.00001308172,0.000207531,0.0008328687,0.00005752973,0.00001471498,0.0009525822,0.0001073419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917073,0.001783048,0.001287449,0.003626058,0.00006471074,0.001305768,0.00002197651,0.00004108718,0.0001626101],"genre_scores_gemma":[0.9889317,0.009000044,0.0001612608,0.0009702226,0.0003521584,0.0000589414,0.0004819747,0.00002823253,0.0000154991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03532234,"threshold_uncertainty_score":0.5622119,"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."}}