{"id":"W4404183289","doi":"10.1136/jnnp-2024-abn.122","title":"Disability in migraine: multicountry results from the CaMEO-International study","year":2024,"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":"Migraine; Computer science; Medicine; Psychiatry","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":[0.0023846,0.0003452868,0.0006532478,0.002378262,0.0005771429,0.0009782694,0.0005988303,0.0005776368,0.001010538],"category_scores_gemma":[0.004105757,0.0002656684,0.001433254,0.003044329,0.0002455918,0.0006256602,0.001511567,0.0004443926,0.0003204849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006482346,"about_ca_system_score_gemma":0.0004371581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895293,"about_ca_topic_score_gemma":0.03129981,"domain_scores_codex":[0.9982153,0.0006606365,0.0002708422,0.0002606784,0.0003038309,0.000288815],"domain_scores_gemma":[0.9977229,0.0003366534,0.001042055,0.0002598079,0.0003293027,0.0003092574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009274772,0.00002822752,0.9980668,0.00002387879,0.0001347271,0.00004427019,0.0002682493,0.0000111971,0.00005369055,0.0000101141,0.0002644834,0.001001542],"study_design_scores_gemma":[0.00000660602,0.00002377713,0.9994863,0.00000943991,0.00003184843,0.00006658699,0.0002070916,0.0000161446,0.000006974001,0.000004197368,0.0001383669,0.000002645001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950849,0.0006277809,0.00008623444,0.00009109145,0.00001265255,0.00005725725,0.00338959,0.000004534272,0.000645888],"genre_scores_gemma":[0.9968086,0.0002817611,0.0001468725,0.00008449725,0.00002600097,0.0001043318,0.002412088,0.00000572102,0.0001301644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01895293,"threshold_uncertainty_score":0.03768522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891428935512556,"score_gpt":0.3444479724545173,"score_spread":0.3155336830993917,"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."}}