{"id":"W2131247500","doi":"10.1177/0333102415583982","title":"Improving the detection of chronic migraine: Development and validation of Identify Chronic Migraine (ID-CM)","year":2015,"lang":"en","type":"article","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Allergan","keywords":"Migraine; Medicine; Phonophobia; Chronic Migraine; Gold standard (test); Photophobia; Nausea; Physical therapy; Psychiatry; Internal medicine; Surgery","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":[0.02068012,0.0005338233,0.0006901299,0.002790093,0.000599162,0.001089229,0.001342481,0.001209959,0.001712002],"category_scores_gemma":[0.03526655,0.0003371744,0.001082312,0.001021226,0.0005256906,0.0008440558,0.002076346,0.001167275,0.0007040328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180755,"about_ca_system_score_gemma":0.003072309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343362,"about_ca_topic_score_gemma":0.006719644,"domain_scores_codex":[0.9866389,0.005540224,0.00238052,0.001046755,0.003753319,0.0006403319],"domain_scores_gemma":[0.9776726,0.007348494,0.004173002,0.001273844,0.008606862,0.0009252617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005615995,0.0009427472,0.8386964,0.0009999566,0.000216307,0.0001112691,0.001438391,0.0004130571,0.002302248,0.0005277196,0.00439317,0.1493971],"study_design_scores_gemma":[0.0002010446,0.001710588,0.9847708,0.0005477121,0.0001598523,0.0006070854,0.0007290668,0.00273701,0.001734341,0.0004891088,0.006271408,0.00004192821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9454894,0.002706615,0.02090999,0.001880494,0.0001982047,0.01407302,0.004634924,0.0002086517,0.009898594],"genre_scores_gemma":[0.8697621,0.00186393,0.1088768,0.001094529,0.0001348335,0.01135974,0.005280542,0.00003496838,0.001592672],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02068012,"threshold_uncertainty_score":0.1093682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916194589688659,"score_gpt":0.2863689489161301,"score_spread":0.2572070030192435,"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."}}