{"id":"W4210542383","doi":"10.17925/usn.2009.05.01.75","title":"Advances in Medical Management of Cluster Headache","year":2009,"lang":"en","type":"article","venue":"touchREVIEWS in Neurology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Medicine; Cluster headache; Sumatriptan; Zolmitriptan; Methysergide; Topiramate; Triptans; Tolerability; Anesthesia; Verapamil; Migraine; Rizatriptan; Epilepsy; Internal medicine; Adverse effect; Agonist","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":[0.0004735741,0.0001167797,0.0006109083,0.0001289544,0.000009042399,7.169625e-7,0.0001072317,0.00008605845,0.0002264658],"category_scores_gemma":[0.000100671,0.00008869328,0.00007697353,0.0002553147,0.0000733525,0.0000344463,0.00005028698,0.0002978914,0.00001861322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009735122,"about_ca_system_score_gemma":0.00001997721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001437904,"about_ca_topic_score_gemma":0.0002346233,"domain_scores_codex":[0.9986646,0.000118544,0.0005509946,0.0002280979,0.0001973542,0.0002404216],"domain_scores_gemma":[0.9995683,0.00006934616,0.00006447804,0.0002277561,0.00001565357,0.00005441245],"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":[0.001191026,0.001475349,0.09439506,0.003106314,0.0000395833,0.002285931,0.0007752081,0.00001873447,0.0001085343,0.01008631,0.03269399,0.853824],"study_design_scores_gemma":[0.003588156,0.001590039,0.2809146,0.0008616091,0.00005552762,0.0001778932,0.00005690254,0.0001782164,0.00003871574,0.001706104,0.7106744,0.0001578376],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4342432,0.2232626,0.0001083852,0.09336261,0.0001166109,0.00198735,0.000001441982,0.00004812666,0.2468697],"genre_scores_gemma":[0.8203097,0.155833,0.0005812328,0.02269807,0.00008709014,0.00004224715,0.000003752779,0.000009049221,0.000435866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8536661,"threshold_uncertainty_score":0.3616807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287596340054963,"score_gpt":0.3577844737415116,"score_spread":0.334908510340962,"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."}}