{"id":"W2150950085","doi":"10.1177/0333102412443333","title":"Response to Panayiotopoulos: Visual aura of migraine versus visual occipital lobe seizures","year":2012,"lang":"en","type":"letter","venue":"Cephalalgia","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Aura; Occipital lobe; Medicine; Migraine; Migraine with aura; Audiology; Ophthalmology; Anesthesia; Radiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006612471,0.0008335147,0.001632562,0.0006911732,0.0001393423,0.0000264773,0.0003059137,0.001092365,0.00117358],"category_scores_gemma":[0.001044165,0.0007181562,0.0007277892,0.0005306195,0.0002698726,0.0000960602,0.0003167926,0.001693238,0.0006215746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322962,"about_ca_system_score_gemma":0.0004111603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124125,"about_ca_topic_score_gemma":0.00003421026,"domain_scores_codex":[0.9958032,0.0002879591,0.0008804812,0.0007644585,0.001074338,0.001189559],"domain_scores_gemma":[0.9972919,0.0008252562,0.0003193074,0.0007478381,0.0004215485,0.0003941099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006280672,0.000257406,0.00105473,0.0008285115,0.0008761938,0.0008531021,0.001935021,1.685143e-7,0.00443634,0.00001110968,0.983092,0.0003747414],"study_design_scores_gemma":[0.003126457,0.003158379,0.01612433,0.0004657974,0.0009427788,0.0001191329,0.0006281183,0.000004861232,0.0009268672,0.000005701598,0.9738168,0.0006807983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4408734,0.004407963,0.00003151315,0.545028,0.001266789,0.001451576,0.0003099881,0.0002782596,0.006352507],"genre_scores_gemma":[0.4646104,0.0001728973,0.000757692,0.3833858,0.01621005,0.0002386574,0.00132004,0.0004308482,0.1328736],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1616423,"threshold_uncertainty_score":0.9997395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817795967497661,"score_gpt":0.3371049344507296,"score_spread":0.308926974775753,"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."}}