{"id":"W4401351912","doi":"10.47611/jsrhs.v13i1.6071","title":"CGRP Inhibitor Use In Migraine Treatments","year":2024,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Calcitonin gene-related peptide; Migraine; Triptans; Medicine; Topiramate; Chronic Migraine; Pharmacology; Calcitonin; Propranolol; Neuropeptide; Epilepsy; Anesthesia; Internal medicine; Psychiatry; Receptor","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":[],"consensus_categories":[],"category_scores_codex":[0.001519292,0.0001017946,0.000334329,0.000888111,0.00005901971,0.00008732769,0.0001072023,0.0000520131,0.0001471703],"category_scores_gemma":[0.0002823478,0.00006476379,0.0001772276,0.0006239298,0.00007841093,0.0001613521,0.0001025407,0.0008237514,0.00007155415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128611,"about_ca_system_score_gemma":0.0002345957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297502,"about_ca_topic_score_gemma":0.0001887129,"domain_scores_codex":[0.9977777,0.0001086928,0.0004462044,0.0001458442,0.001182628,0.0003389269],"domain_scores_gemma":[0.9989396,0.0003595206,0.00003480394,0.0001314463,0.0003788626,0.0001557625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004504244,0.001468075,0.6580381,0.0003018127,0.0008643267,0.008617178,0.007451399,0.000001627645,0.008550039,0.0003089097,0.3101739,0.003774161],"study_design_scores_gemma":[0.002284908,0.002441032,0.9035646,0.001435257,0.00009566357,0.0003535491,0.003321013,0.0000211995,0.0006211386,0.0001453326,0.08563259,0.00008370582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828814,0.008909456,0.000003238677,0.005853117,0.00006693781,0.0002431045,0.000002217892,0.000008612415,0.002031876],"genre_scores_gemma":[0.9743768,0.002793826,0.0001655261,0.00006320073,0.0006968169,0.000008411518,0.000001228119,0.00001543731,0.02187877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2455265,"threshold_uncertainty_score":0.3578836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3474276657604768,"score_gpt":0.5411512160725409,"score_spread":0.1937235503120641,"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."}}