{"id":"W4250232779","doi":"10.2310/em.4174","title":"Headache","year":2018,"lang":"en","type":"article","venue":"","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Headaches; Migraine; Cluster headache; Reversible cerebral vasoconstriction syndrome; Sumatriptan; Differential diagnosis; Pediatrics; Subarachnoid hemorrhage; Anesthesia; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361165,0.0005147424,0.0006059639,0.001147882,0.0007706603,0.001544127,0.0006831852,0.001052722,0.1345283],"category_scores_gemma":[0.002213417,0.0001443892,0.0005442835,0.001484189,0.0003685786,0.0008943834,0.0009319276,0.0008950372,0.06170686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559782,"about_ca_system_score_gemma":0.001153989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439102,"about_ca_topic_score_gemma":0.003717978,"domain_scores_codex":[0.999631,0.00004476573,0.00004233349,0.00005476689,0.0001459941,0.00008108957],"domain_scores_gemma":[0.9995973,0.00007849767,0.00005042411,0.00003878042,0.0001654327,0.00006969174],"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":[0.0002601168,0.00006874746,0.001593912,0.001974866,0.00004796647,0.002602745,0.000237307,0.00004892367,0.001224237,0.004763531,0.5761052,0.4110725],"study_design_scores_gemma":[0.00006251992,0.00007637466,0.004801469,0.001147959,0.00003488962,0.009627596,0.00021718,0.00002598054,0.0002902096,0.002476918,0.9812214,0.0000175426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009143918,0.1571297,0.002838991,0.01000767,0.01016986,0.0006745679,0.01286763,0.001314129,0.7958536],"genre_scores_gemma":[0.1279606,0.2676346,0.00613236,0.02922109,0.01449206,0.0007552598,0.02561137,0.0005856236,0.527607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1345283,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089571815467219,"score_gpt":0.3441332372888058,"score_spread":0.3032375191341337,"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."}}