{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421233,0.0001389929,0.0005872544,0.0002199174,0.00006367647,0.000002272748,0.00005651572,0.00004405775,0.000293617],"category_scores_gemma":[0.00109292,0.0001110172,0.0001279335,0.0004513498,0.00006671783,0.00002617491,0.0001579047,0.0002912185,0.000002690121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007490807,"about_ca_system_score_gemma":0.0002706367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006400604,"about_ca_topic_score_gemma":0.00003795054,"domain_scores_codex":[0.9976885,0.0001678166,0.0009474614,0.0003697291,0.0005891105,0.0002373839],"domain_scores_gemma":[0.9987706,0.0001472672,0.0002803773,0.0004876021,0.0001472293,0.0001669305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006013579,0.0007361604,0.9607947,0.00003850263,0.000093244,0.0006448452,0.00113587,0.000009762418,0.00006176353,0.000003101907,0.03014144,0.0003270147],"study_design_scores_gemma":[0.00223997,0.002951915,0.9572678,0.00005730336,0.00006353892,0.00006724514,0.0002634855,0.000002018937,0.00004349327,0.00001103031,0.03693048,0.0001017076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.0001272283,0.000003370379,0.0008403171,0.0001012482,0.0006618088,0.00001434919,0.00003041222,0.001220199],"genre_scores_gemma":[0.9963069,0.000003607477,0.0002558574,0.0002544921,0.00005696176,0.00007334742,0.0000406518,0.00002300508,0.002985208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006789036,"threshold_uncertainty_score":0.4527149,"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."}}