{"id":"W2044795539","doi":"10.1007/s11910-014-0509-x","title":"Medication Overuse Headache","year":2014,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Calgary; Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Neurology; Medicine; Pain medicine; Psychiatry; Anesthesiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005584194,0.000377125,0.001528922,0.000235581,0.0002147946,0.00001841068,0.0001048005,0.0002402058,0.00001507699],"category_scores_gemma":[0.0009644731,0.0002692524,0.0002912013,0.0002881301,0.0005620833,0.00005748734,0.0001713923,0.0009151066,0.00001110248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001100091,"about_ca_system_score_gemma":0.000317865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002844014,"about_ca_topic_score_gemma":0.000001882332,"domain_scores_codex":[0.9973059,0.0001761355,0.0007616182,0.001023113,0.0003354627,0.0003977501],"domain_scores_gemma":[0.9983495,0.000174956,0.0005659589,0.0006017083,0.00004554755,0.0002623644],"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":[0.00001491423,0.0002147764,0.001771119,0.01602841,0.00002132907,0.001019731,0.00005887198,6.807681e-8,0.000009585705,0.0001750283,0.03547354,0.9452126],"study_design_scores_gemma":[0.00008295177,0.0003012117,0.001083561,0.001153461,0.0005334775,0.009253317,5.712982e-7,0.000009540785,8.013608e-7,0.00004364534,0.9873639,0.0001735776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000245297,0.9970266,0.00003413246,0.0006287172,0.0008641437,0.0006103088,0.000003092453,0.00007629553,0.0005114154],"genre_scores_gemma":[0.0005076177,0.9974745,0.000005215527,0.001104981,0.0003596715,0.00007276471,0.00002493066,0.00002645556,0.0004238733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9518903,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151823073831322,"score_gpt":0.4203622158635888,"score_spread":0.3051799084804566,"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."}}