{"id":"W4407306045","doi":"10.1212/wnl.0000000000210235","title":"Consensus Recommendations to Establish Reporting Standards in fMRI of Migraine","year":2025,"lang":"en","type":"article","venue":"Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Migraine; MEDLINE; Medicine; Psychology; Psychiatry; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6582512,0.003914407,0.00819336,0.02369027,0.01036387,0.01924948,0.03179609,0.03529572,0.007724361],"category_scores_gemma":[0.7348822,0.005882304,0.02329171,0.01661471,0.01300143,0.01847049,0.02122499,0.03241595,0.009027191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02028257,"about_ca_system_score_gemma":0.1072361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307087,"about_ca_topic_score_gemma":0.007649818,"domain_scores_codex":[0.2864485,0.3971132,0.2112656,0.01348191,0.07920283,0.012488],"domain_scores_gemma":[0.1029993,0.3890507,0.05201423,0.04654715,0.396093,0.01329568],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008559105,0.0009054881,0.008181734,0.0733451,0.001644818,0.001285449,0.02485226,0.004403004,0.004177982,0.06788584,0.3315462,0.4809163],"study_design_scores_gemma":[0.001410473,0.0007169741,0.01442067,0.2446254,0.002083161,0.00164283,0.02034845,0.007500695,0.005103694,0.08259862,0.6184664,0.001082599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01094471,0.04600372,0.3465755,0.4229235,0.04856107,0.07423601,0.004962773,0.003856712,0.04193603],"genre_scores_gemma":[0.03713174,0.01386663,0.8147791,0.03787437,0.002904846,0.08247085,0.005561866,0.0009500225,0.00446053],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3417488,"threshold_uncertainty_score":0.4214371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286751753178201,"score_gpt":0.3768025948589945,"score_spread":0.3439350773272125,"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."}}