{"id":"W4223599567","doi":"10.1111/head.14293","title":"Current practice for primary headache disorders and perspectives on peripheral nerve blocks among emergency physicians in Canada: A national survey","year":2022,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Anesthesia; Migraine; Ketorolac; Headaches; Emergency medicine; Internal medicine; Analgesic; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006424629,0.0001755727,0.0002124443,0.001080685,0.001062065,0.000564718,0.0006282383,0.00046333,0.001990152],"category_scores_gemma":[0.003142276,0.000253784,0.0002629323,0.002411528,0.0004504755,0.0003599081,0.0004628713,0.00052653,0.0002815585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008850659,"about_ca_system_score_gemma":0.01024263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9612616,"about_ca_topic_score_gemma":0.9697425,"domain_scores_codex":[0.998796,0.0001103993,0.00009449061,0.0001142067,0.0006097076,0.0002750879],"domain_scores_gemma":[0.9957479,0.0003585001,0.001319488,0.00006423955,0.001476756,0.001033156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002521935,0.00003493306,0.9946818,0.000050744,0.00001575265,0.00005445371,0.0005492326,0.00005014607,0.00008931528,0.00001811415,0.001360996,0.003069228],"study_design_scores_gemma":[0.00000255558,0.00001658006,0.9988888,0.00001509253,0.000003532607,0.00004252428,0.0005132136,0.0000817672,0.00001636751,0.000002723399,0.0004137243,0.000003180634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901549,0.0007867007,0.00007804002,0.0009887086,0.00001066231,0.0000581262,0.005178781,0.00001693461,0.002727233],"genre_scores_gemma":[0.9968824,0.000737343,0.0001704327,0.0003262861,0.00001072517,0.00002391901,0.001274528,0.000002596799,0.0005718385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03873837,"threshold_uncertainty_score":0.07793295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391442697627801,"score_gpt":0.3099396732227344,"score_spread":0.2760252462464564,"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."}}