{"id":"W2943918552","doi":"10.1186/s12883-019-1284-8","title":"Global assessment of migraine severity measure: preliminary evidence of construct validity","year":2019,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; Cumming School of Medicine, University of Calgary; University of Calgary; Alberta Innovates; Alberta Innovates - Health Solutions; Hotchkiss Brain Institute, University of Calgary; Alberta Health Services","keywords":"Migraine; Medicine; Depression (economics); Hospital Anxiety and Depression Scale; Severity of illness; Chronic Migraine; Neurology; Anxiety; Quality of life (healthcare); Patient Health Questionnaire; Physical therapy; Psychiatry; Internal medicine; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004874191,0.0003948328,0.0007984134,0.001342693,0.0002620191,0.0006018196,0.0006589002,0.0005638613,0.002447057],"category_scores_gemma":[0.0133532,0.0001724439,0.000992826,0.000951517,0.0004813913,0.0005413662,0.0009550679,0.0005867408,0.0004026996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919826,"about_ca_system_score_gemma":0.0003817558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339284,"about_ca_topic_score_gemma":0.002437919,"domain_scores_codex":[0.9976927,0.0009340104,0.0002645764,0.0002183723,0.0007968911,0.00009350207],"domain_scores_gemma":[0.9899361,0.004842097,0.003113788,0.0004092798,0.00123031,0.0004682573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007560559,0.0002887138,0.949639,0.0003943041,0.001163212,0.00003374497,0.0002687523,0.0004131645,0.000435296,0.0002368944,0.001308518,0.04506243],"study_design_scores_gemma":[0.0001407485,0.0007798966,0.9957558,0.0001158215,0.0001877627,0.0002047562,0.0001226973,0.001079991,0.00009524573,0.0002873409,0.001214274,0.00001569518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758412,0.005449283,0.002785082,0.0006809486,0.000125467,0.0008967524,0.003313707,0.00009015402,0.01081733],"genre_scores_gemma":[0.9921035,0.001131571,0.003740064,0.0001899587,0.00009871982,0.0003770657,0.001958743,0.00001169438,0.000388639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004874191,"threshold_uncertainty_score":0.02577746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07829010284954803,"score_gpt":0.3609140572184077,"score_spread":0.2826239543688597,"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."}}