{"id":"W4282835275","doi":"10.3389/fneur.2022.898219","title":"Early Onset Diffusion Abnormalities in Refractory Headache Disorders","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Migraine; Medicine; Refractory (planetary science); Effective diffusion coefficient; Neuroimaging; Neurotypical; Headaches; Triptans; Aura; Internal medicine; Anesthesia; Magnetic resonance imaging; Radiology; Surgery; Psychiatry","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":[0.000282864,0.0002495528,0.0002244044,0.0009899277,0.0003291088,0.0004737507,0.0001601915,0.0003002764,0.002063534],"category_scores_gemma":[0.001448691,0.0001125146,0.000182931,0.000371532,0.0002863505,0.000376758,0.000327613,0.0001856736,0.0001551875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002265825,"about_ca_system_score_gemma":0.0001674605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545451,"about_ca_topic_score_gemma":0.001927827,"domain_scores_codex":[0.9997755,0.00004597464,0.00003475375,0.00005455303,0.00003931186,0.00004989206],"domain_scores_gemma":[0.9990727,0.0001488105,0.0006093545,0.00002388039,0.00006009474,0.00008510613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002835052,0.00006416563,0.9880702,0.00004977168,0.00004137203,0.002041123,0.0001642477,0.0000336246,0.003227862,0.00005136042,0.0001317861,0.005841039],"study_design_scores_gemma":[0.000006137097,0.0001233358,0.9953236,0.000008862417,0.00001153386,0.004007061,0.000135268,0.00003964836,0.0001884849,0.00002379581,0.0001303907,0.000001959514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985567,0.0006195095,0.0000624176,0.00002929863,0.000005383139,0.00001037043,0.00006974718,0.00000309335,0.0006435325],"genre_scores_gemma":[0.999607,0.0001038611,0.00007167329,0.00001913913,0.0000187581,0.00000357977,0.00006779377,6.160084e-7,0.0001077243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002063534,"threshold_uncertainty_score":0.006903231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009859394705183051,"score_gpt":0.242254729600119,"score_spread":0.2323953348949359,"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."}}