{"id":"W3155432697","doi":"10.1017/cjn.2021.68","title":"Characteristics of Adults with Migraine in Alberta, Canada: A Population-Based Study","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Allergan; University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Migraine; Medicine; Confidence interval; Comorbidity; Chronic Migraine; Population; Depression (economics); Diagnosis code; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0004966671,0.0003154892,0.0003787155,0.001214678,0.001623948,0.001070445,0.0008757852,0.000583244,0.001242861],"category_scores_gemma":[0.001496091,0.0003252311,0.0003779943,0.004281006,0.0005406559,0.000393461,0.0005598603,0.0006769758,0.0002273874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01030824,"about_ca_system_score_gemma":0.01138777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968008,"about_ca_topic_score_gemma":0.9748607,"domain_scores_codex":[0.9991735,0.00005419009,0.00006765414,0.0001259108,0.0003887139,0.0001901031],"domain_scores_gemma":[0.9988858,0.00005993711,0.0002808123,0.00004376611,0.0004021929,0.0003275223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000027526,0.000031106,0.9979339,0.00001367964,0.00002213344,0.00005685258,0.0002063456,0.00003122447,0.00006445252,0.00002057637,0.0005571005,0.001035103],"study_design_scores_gemma":[0.000005260333,0.00001907262,0.9990137,0.00001265934,0.00001121929,0.00006259487,0.0004829637,0.00008276878,0.000008501507,0.000008987906,0.0002886499,0.000003656404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900141,0.0007299908,0.00009840395,0.0003656108,0.00001606083,0.00007794175,0.006176332,0.0000131723,0.002508532],"genre_scores_gemma":[0.9961233,0.0004586897,0.0001692311,0.0002137781,0.0000100077,0.00002703118,0.002584046,0.000003090818,0.0004108506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03199202,"threshold_uncertainty_score":0.07479185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316897593124731,"score_gpt":0.2607318651047001,"score_spread":0.2375628891734528,"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."}}