{"id":"W3175413558","doi":"10.1177/25158163211026646","title":"Identification of predictors of response to Erenumab in a cohort of patients with migraine","year":2021,"lang":"en","type":"article","venue":"Cephalalgia Reports","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Migraine; Medicine; Chronic Migraine; Cohort; Internal medicine; Logistic regression; Retrospective cohort study; Odds ratio","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":[0.0007213675,0.0002158333,0.000362724,0.0004728215,0.0003391676,0.0004719707,0.0002475485,0.0003484366,0.001566215],"category_scores_gemma":[0.002219105,0.000209508,0.0004391462,0.0004811759,0.000200575,0.0003645362,0.0002777697,0.0005212285,0.0002453852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550623,"about_ca_system_score_gemma":0.0002236905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119349,"about_ca_topic_score_gemma":0.001034167,"domain_scores_codex":[0.9996125,0.00009038912,0.00004096544,0.0001085626,0.00007134076,0.0000761802],"domain_scores_gemma":[0.9988482,0.0002571305,0.000538126,0.0001208403,0.00008108242,0.0001546126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043597,0.00001681324,0.9991499,0.000002841764,0.00001717286,0.00006416145,0.00001809736,0.00001703719,0.0001295676,0.000006240197,0.00002788146,0.0004458679],"study_design_scores_gemma":[0.000009185692,0.0001646781,0.9987369,0.000003281209,0.00002631294,0.0005602574,0.0001103367,0.0002135848,0.00005164599,0.00001365153,0.0001071932,0.000002921372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995648,0.0001138701,0.00004623424,0.0000207581,0.000004094284,0.000004657413,0.0001066718,0.000001114724,0.0001378169],"genre_scores_gemma":[0.9996864,0.00004796062,0.00004777792,0.00001104902,0.00000877507,0.000005181624,0.0001489774,8.367208e-7,0.00004298407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566215,"threshold_uncertainty_score":0.005239487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006094831150920524,"score_gpt":0.2489993370721192,"score_spread":0.2429045059211987,"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."}}