{"id":"W2108946827","doi":"10.3399/bjgp08x319440","title":"A new GP with special interest headache service: observational study","year":2008,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Observational study; Medicine; Service (business); Data science; World Wide Web; Computer science; Pathology","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":[0.00244622,0.0005143998,0.001165341,0.00130596,0.001634092,0.001409733,0.000861868,0.001544006,0.004068112],"category_scores_gemma":[0.007701021,0.001159645,0.001066388,0.003944078,0.001156535,0.002151483,0.001486252,0.002530281,0.0007688434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423062,"about_ca_system_score_gemma":0.002625265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02856185,"about_ca_topic_score_gemma":0.03464144,"domain_scores_codex":[0.9956481,0.001885851,0.000420544,0.000582496,0.0008804433,0.0005826366],"domain_scores_gemma":[0.9915399,0.002204324,0.003471469,0.0004787626,0.0006122495,0.001693276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187124,0.002387427,0.9905827,0.000311485,0.0002716375,0.0008589299,0.001675163,0.00005023255,0.0001444184,0.00005084858,0.0007274682,0.001752673],"study_design_scores_gemma":[0.0009377543,0.005728735,0.9838306,0.0001578418,0.0002654944,0.001964204,0.005505909,0.0002580195,0.00005050106,0.00005522399,0.001199813,0.00004589426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981713,0.0003999674,0.00006942898,0.0001101958,0.0000123269,0.0002169462,0.0004975745,0.000003289298,0.0005188743],"genre_scores_gemma":[0.9978893,0.0004489683,0.0001557231,0.0004246045,0.00004853436,0.0002591805,0.0005860722,0.000003860759,0.0001836815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02856185,"threshold_uncertainty_score":0.05679125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638158845109179,"score_gpt":0.3628234284409944,"score_spread":0.1990075439300765,"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."}}