{"id":"W3092965302","doi":"10.1111/head.13986","title":"Secondary Headache: Current Update","year":2020,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Headaches; Etiology; International Classification of Headache Disorders; Migraine; Headache Disorders; Neurological disorder; Neck pain; Vascular headache; Facial pain; Pediatrics; Nose; Anesthesia; Surgery; Central nervous system disease; Psychiatry; Pathology","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":[0.0007709038,0.0009951722,0.001668622,0.003869316,0.0007015911,0.002446778,0.001344853,0.002520425,0.009681949],"category_scores_gemma":[0.002799449,0.0004705272,0.0009532715,0.003331695,0.001366179,0.0047894,0.001026721,0.003960863,0.003755209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689775,"about_ca_system_score_gemma":0.001991225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484883,"about_ca_topic_score_gemma":0.00470844,"domain_scores_codex":[0.9993954,0.0000957099,0.0001595774,0.0001229995,0.0001463312,0.00008011105],"domain_scores_gemma":[0.9977093,0.000978191,0.0004265171,0.00006769172,0.0005780003,0.0002403451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001804505,0.000119151,0.003234292,0.01082018,0.0001294505,0.002893124,0.0001331817,0.0003184706,0.0003867693,0.003008142,0.1518628,0.826914],"study_design_scores_gemma":[0.00007930138,0.0001645873,0.007565412,0.01779221,0.0005024545,0.04046359,0.0005591665,0.0003035929,0.0002688007,0.004231091,0.9279986,0.00007110083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001019425,0.9805111,0.0003914712,0.007767254,0.004083815,0.00002897387,0.0001479084,0.00005949289,0.005990569],"genre_scores_gemma":[0.006127983,0.971264,0.0006663733,0.006895297,0.01281667,0.00003182385,0.000329368,0.00001258244,0.001855867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009681949,"threshold_uncertainty_score":0.03238934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076996055631914,"score_gpt":0.3091288036852655,"score_spread":0.2683588431289463,"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."}}