{"id":"W3170183276","doi":"10.30756/ahmj.2021.05.02","title":"Flourishing Despite Migraines: A Nationally Representative Portrait of Resilience and Mental Health among Canadians","year":2021,"lang":"en","type":"article","venue":"","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Migraine; Mental health; Medicine; Depression (economics); Psychiatry; Logistic regression; Odds ratio; Community health; Demography; Clinical psychology; Psychology; Public health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005907931,0.0001622137,0.0002682413,0.00171638,0.002902185,0.0009212037,0.0005626488,0.0003394427,0.00130597],"category_scores_gemma":[0.001346842,0.0001476383,0.0003509643,0.003089743,0.0005290883,0.0003284277,0.000686295,0.0004039335,0.00008800727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007413825,"about_ca_system_score_gemma":0.01215432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811585,"about_ca_topic_score_gemma":0.9894191,"domain_scores_codex":[0.9995486,0.00003086921,0.00001732091,0.00005816408,0.0001517875,0.0001932751],"domain_scores_gemma":[0.999331,0.00003084737,0.0001312442,0.00002479644,0.000283656,0.0001985149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000286722,0.00002036542,0.9870696,0.00003836809,0.0000471332,0.00007784939,0.00255838,0.00005315068,0.0001464712,0.00017852,0.001712999,0.008068566],"study_design_scores_gemma":[0.000001182452,0.000007718441,0.9973013,0.00001785518,0.000008223773,0.00003766886,0.001799373,0.00003623153,0.00000755682,0.00001805439,0.0007610622,0.00000378236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906766,0.00101002,0.0000718517,0.0008911651,0.00001669517,0.00004143676,0.002749303,0.00000559939,0.004537335],"genre_scores_gemma":[0.9978849,0.0006530239,0.00009725532,0.0001187031,0.000007814762,0.000009862886,0.0009442608,0.000001593908,0.0002825641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884151,"threshold_uncertainty_score":0.05379128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485317862322344,"score_gpt":0.3080448956183695,"score_spread":0.293191716995146,"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."}}