{"id":"W4386084086","doi":"10.1111/head.14613","title":"Trajectory of health care resources among adults stopping or reducing treatment frequency of botulinum toxin for chronic migraine treatment in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"AbbVie","keywords":"Medicine; Chronic Migraine; Botulinum toxin; Migraine; Cohort; Guideline; Retrospective cohort study; Population; Cohort study; Health care; Emergency medicine; Pediatrics; Physical therapy; Surgery; Anesthesia; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009666925,0.0004899536,0.0006283059,0.001670643,0.001963845,0.001647501,0.001820219,0.0006415616,0.001643132],"category_scores_gemma":[0.002904903,0.0004756203,0.0009977012,0.00524666,0.0005784817,0.0004829531,0.00114351,0.001029553,0.0001929834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03638527,"about_ca_system_score_gemma":0.0418428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958253,"about_ca_topic_score_gemma":0.9966623,"domain_scores_codex":[0.9982215,0.0001318264,0.0001256184,0.000265279,0.0005866494,0.0006691008],"domain_scores_gemma":[0.9966921,0.0001416377,0.0007926672,0.0001027377,0.001534464,0.0007364198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058975,0.00004791239,0.9949803,0.00002540289,0.00008595337,0.0000654419,0.00029133,0.0004177756,0.0001040744,0.0001039859,0.001099822,0.002672128],"study_design_scores_gemma":[0.0000120903,0.00002968969,0.9977288,0.00003632007,0.00003268686,0.00004923257,0.0006078521,0.0008333842,0.00003413862,0.00002504982,0.0005977449,0.00001289301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800903,0.001249962,0.0001835704,0.0008327191,0.00001989111,0.00009402119,0.01566127,0.00002377426,0.001844455],"genre_scores_gemma":[0.9900892,0.0007136905,0.0003507617,0.0002097472,0.00001015443,0.00003550915,0.007462591,0.000006786431,0.001121577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03638527,"threshold_uncertainty_score":0.2639948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672766768739719,"score_gpt":0.2972841077582418,"score_spread":0.2705564400708446,"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."}}