{"id":"W2159996515","doi":"10.1136/bmjopen-2012-002057","title":"The contribution of stress to the comorbidity of migraine and major depression: results from a prospective cohort study","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Canada Research Chairs","keywords":"Medicine; Migraine; Depression (economics); Stressor; Prospective cohort study; Comorbidity; Population; Cohort study; Cohort; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002144587,0.0002923768,0.0003646339,0.0006360897,0.0006801183,0.0007319943,0.0005064609,0.000447642,0.001018021],"category_scores_gemma":[0.005739124,0.000401287,0.0008063767,0.00151553,0.0002857652,0.0002620814,0.0006544103,0.0005975361,0.0001004012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008346015,"about_ca_system_score_gemma":0.00184902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.255635,"about_ca_topic_score_gemma":0.328441,"domain_scores_codex":[0.9990149,0.0002888794,0.0001011806,0.0001523529,0.0002510826,0.0001915862],"domain_scores_gemma":[0.9974795,0.0004683059,0.0008767887,0.0002958651,0.0004905066,0.0003889667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002055773,0.00001627019,0.9977658,0.00002548016,0.0002968025,0.0000448404,0.0001031246,0.00001514392,0.00007498497,0.00001172967,0.0001223542,0.001317928],"study_design_scores_gemma":[0.000008795259,0.00002171701,0.9996766,0.000009054794,0.0000740077,0.00003430451,0.0000602461,0.00001435436,0.000006143168,0.000005518829,0.00008739979,0.000001975759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958826,0.002067651,0.0001050989,0.0001678538,0.00001377478,0.0000302813,0.001298014,0.000002735603,0.0004320321],"genre_scores_gemma":[0.9975199,0.001210842,0.0001824423,0.00004652627,0.00001978148,0.00002450811,0.0008569232,0.000001899209,0.0001370534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255635,"threshold_uncertainty_score":0.5082941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132236270396011,"score_gpt":0.3760493770236993,"score_spread":0.3347270143197392,"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."}}