{"id":"W4239021509","doi":"10.1007/978-3-030-11775-7_4","title":"Headache","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Headaches; Medicine; Primary headache; Migraine; Secondary care; Pediatrics; Primary care; Psychiatry; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672781,0.0006632683,0.0005128693,0.001200535,0.001286744,0.001415719,0.0005746788,0.001259611,0.3493805],"category_scores_gemma":[0.0006444099,0.0002810945,0.0004467981,0.0007616999,0.0003710853,0.0008110239,0.001039338,0.001736657,0.2030482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987388,"about_ca_system_score_gemma":0.0006571417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739197,"about_ca_topic_score_gemma":0.01455174,"domain_scores_codex":[0.9998797,0.00001505722,0.000005461023,0.0000190906,0.00005333006,0.0000273955],"domain_scores_gemma":[0.9998543,0.0000338877,0.000006509529,0.00001755918,0.0000443326,0.00004327682],"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":[0.00003628985,0.00004346517,0.00009568701,0.0001681385,0.000004135128,0.0002372886,0.00005693861,0.00005476475,0.0004939589,0.005115699,0.8292126,0.1644811],"study_design_scores_gemma":[0.000007638321,0.00001834137,0.0004341924,0.0001204003,0.000003358716,0.0004615107,0.00003325983,0.00002475543,0.00006490821,0.001170955,0.9976575,0.000003041411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004597003,0.01069976,0.0004318843,0.002647611,0.003629177,0.00006289734,0.0003761588,0.0002010298,0.9814917],"genre_scores_gemma":[0.001093979,0.004114921,0.0001883369,0.001371882,0.0007659528,0.00001357703,0.000168113,0.00003041812,0.9922529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3493805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507099557946569,"score_gpt":0.2893297281078652,"score_spread":0.2442587325283995,"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."}}