{"id":"W2066030906","doi":"10.1177/0333102410374143","title":"The classification of chronic headache: Room for further improvement?","year":2010,"lang":"en","type":"review","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Terminology; Chronic disease; International Classification of Headache Disorders; Headache Disorders; Physical therapy; Intensive care medicine; Physical medicine and rehabilitation; Psychiatry; Migraine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291939,0.0003170085,0.001213788,0.0000730063,0.0001543786,0.00001483047,0.0002106,0.0003367001,0.00006302699],"category_scores_gemma":[0.0001606983,0.0001785242,0.0007320081,0.0001530189,0.0001254588,0.0000225992,0.00005321814,0.0004701355,0.00003751405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243816,"about_ca_system_score_gemma":0.0005795489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001029003,"about_ca_topic_score_gemma":0.00008732096,"domain_scores_codex":[0.9984479,0.00003283378,0.000668659,0.0003206547,0.000205619,0.0003243232],"domain_scores_gemma":[0.9982721,0.0002962985,0.0004584585,0.0007078793,0.0001914809,0.0000738403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001233028,0.00007046962,0.000004697129,0.01801544,0.0003036748,4.507654e-7,0.00007834307,2.484115e-9,0.000223913,0.0006364091,0.04318334,0.9374709],"study_design_scores_gemma":[0.0003960059,0.000377909,0.00006770208,0.002668594,0.001486338,0.000009561548,0.00006791531,0.000008812694,0.00002493472,0.00006533817,0.9946768,0.0001500809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001237575,0.9945929,0.00006576599,0.0005811854,0.000176893,0.002331139,0.00004744995,0.00002909772,0.002163192],"genre_scores_gemma":[0.00009929529,0.9770452,0.00009849172,0.00003132826,0.000870175,0.0006702836,0.0001726354,0.00006567514,0.02094696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9514934,"threshold_uncertainty_score":0.7280005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035976472745467,"score_gpt":0.3731188750834764,"score_spread":0.3127591103560217,"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."}}