{"id":"W2098539974","doi":"10.1001/jama.296.10.1274","title":"Does This Patient With Headache Have a Migraine or Need Neuroimaging?","year":2006,"lang":"en","type":"review","venue":"JAMA","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Migraine; Neuroimaging; Medicine; Gold standard (test); International Classification of Headache Disorders; Nausea; Magnetic resonance imaging; Physical examination; Confidence interval; Neurological examination; MEDLINE; Pediatrics; Radiology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001549838,0.0007189932,0.002594496,0.0002764118,0.0001322328,0.00005751807,0.0001567288,0.0002643191,0.0003691207],"category_scores_gemma":[0.0002486121,0.0002854533,0.0006390715,0.0003975903,0.0001488162,0.00006121839,0.0001179245,0.0008951177,0.00009017654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196865,"about_ca_system_score_gemma":0.0004493151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009217151,"about_ca_topic_score_gemma":0.0008940845,"domain_scores_codex":[0.9974478,0.0001131642,0.000733793,0.0006523625,0.000512772,0.0005400493],"domain_scores_gemma":[0.9982841,0.0002562675,0.0003636149,0.0007094881,0.0002058988,0.0001806058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001211364,0.0001834736,0.0001213813,0.0157692,0.0003758704,0.001320218,0.0004621863,3.190262e-8,2.341257e-7,0.000009549611,0.4997019,0.4819348],"study_design_scores_gemma":[0.001071915,0.0007718456,0.00004960218,0.01322204,0.002258985,0.0008760284,0.0001917992,0.000004403337,0.00000116071,0.000005110246,0.981128,0.0004190475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003219616,0.9700364,0.000006533071,0.003641045,0.00005042166,0.001569179,0.00009132867,0.0001444106,0.02442852],"genre_scores_gemma":[0.00002103655,0.8996913,0.0006502356,0.001623014,0.001004802,0.000220364,0.0002570566,0.0001236483,0.09640855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4815158,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047666130543578,"score_gpt":0.3253126111070148,"score_spread":0.284835949801579,"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."}}