{"id":"W4313168530","doi":"10.1177/25158163221128185","title":"Predictors of clinical response to erenumab in patients with migraine","year":2022,"lang":"en","type":"article","venue":"Cephalalgia Reports","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Migraine; Triptans; Aura; Logistic regression; Chronic Migraine; Internal medicine; Calcitonin gene-related peptide","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":[0.0007002992,0.0001501216,0.0002317916,0.0004443766,0.0002424258,0.0003762955,0.0002290013,0.0003251725,0.00192973],"category_scores_gemma":[0.003257324,0.00010327,0.0003962226,0.0005180597,0.0001808564,0.0002582338,0.0002451485,0.0005941882,0.0002919573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125957,"about_ca_system_score_gemma":0.0002636588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333916,"about_ca_topic_score_gemma":0.001644587,"domain_scores_codex":[0.999627,0.0001057002,0.00005861737,0.000065448,0.00007973247,0.00006343346],"domain_scores_gemma":[0.9969478,0.000912578,0.001538864,0.0000832849,0.0001896553,0.0003278625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105681,0.00001337563,0.9991254,0.000004409103,0.00001309705,0.0000328497,0.000009651063,0.00002562466,0.00005369564,0.000003848455,0.00004986989,0.0005576187],"study_design_scores_gemma":[0.000007826849,0.0001039272,0.9991834,0.000005870453,0.00001804416,0.0002251606,0.00005193867,0.0002527766,0.00003720474,0.00001030295,0.0001016894,0.000001860579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988797,0.0003712742,0.00004210968,0.0001067524,0.000005890515,0.000006379207,0.00020505,0.000002820234,0.000379928],"genre_scores_gemma":[0.9996048,0.00007118336,0.00005185583,0.00002193521,0.00001035643,0.00000331018,0.0001781369,9.165899e-7,0.00005753657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00192973,"threshold_uncertainty_score":0.0064556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708086882748211,"score_gpt":0.3088840104508518,"score_spread":0.2918031416233697,"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."}}