{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406432,0.0002741367,0.0005391763,0.0008750478,0.0003899496,0.0006027007,0.0003367192,0.000783562,0.006505647],"category_scores_gemma":[0.001006325,0.00008731954,0.0005426952,0.0009129198,0.0001981846,0.0004590785,0.0003898517,0.001195588,0.001677358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079189,"about_ca_system_score_gemma":0.0004345164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761398,"about_ca_topic_score_gemma":0.001465419,"domain_scores_codex":[0.9996114,0.00007008103,0.00006263144,0.00005091667,0.000161989,0.00004295438],"domain_scores_gemma":[0.9997569,0.0000680002,0.00008601633,0.0000088485,0.00004747144,0.00003278187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006881605,0.0003727048,0.002957426,0.005536383,0.0001809028,0.001106848,0.0001725261,0.0001016195,0.003938198,0.003147198,0.02962925,0.9521687],"study_design_scores_gemma":[0.0004172099,0.001503877,0.01912863,0.005469371,0.0006846586,0.01467619,0.0001300147,0.0002132837,0.00235834,0.001980525,0.9533875,0.00005043291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0137491,0.9432213,0.0007201243,0.004077643,0.001937914,0.00009958506,0.0003418423,0.00005753623,0.03579483],"genre_scores_gemma":[0.1180413,0.8492328,0.002797704,0.008902432,0.004808208,0.0001945894,0.0008559566,0.00003082215,0.01513623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006505647,"threshold_uncertainty_score":0.0217635,"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."}}