{"id":"W7118001138","doi":"10.1007/978-3-032-10050-4_6","title":"Headache Assessment","year":2025,"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; Migraine; Primary headache; Secondary care; Primary care; Cluster headache","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":[0.0003016229,0.0004830856,0.0003465342,0.001020567,0.0004034306,0.0008180759,0.0005868607,0.0005527307,0.2047707],"category_scores_gemma":[0.00103901,0.000142786,0.0002784103,0.0004094704,0.0001288579,0.0005018204,0.0005786502,0.001034119,0.09875691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003205335,"about_ca_system_score_gemma":0.0007312702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284532,"about_ca_topic_score_gemma":0.008867578,"domain_scores_codex":[0.9998146,0.00002409376,0.00001103773,0.00001597229,0.000110832,0.00002351061],"domain_scores_gemma":[0.9997312,0.00005144624,0.00001061122,0.00001809282,0.0001369675,0.00005164947],"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":[0.00005328305,0.0001182748,0.0005019001,0.0001496822,0.00000451851,0.0003787308,0.00006470564,0.00009193192,0.0008423844,0.002340289,0.510604,0.4848503],"study_design_scores_gemma":[0.00001876969,0.0000640731,0.00284394,0.0004052197,0.000006851837,0.001832804,0.00008459682,0.0001357102,0.0003457035,0.002125,0.9921284,0.000009003752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001601234,0.004294473,0.003616868,0.002802503,0.001583357,0.0003249207,0.001363031,0.0005029496,0.9839106],"genre_scores_gemma":[0.008136625,0.005465281,0.005303197,0.002397496,0.0007594211,0.0001681247,0.001428391,0.000163017,0.9761783],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2047707,"threshold_uncertainty_score":0.6850262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374250602158273,"score_gpt":0.3457028929536243,"score_spread":0.308277832737797,"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."}}