{"id":"W4399293107","doi":"10.1111/head.14739","title":"Evaluating patient and family preferences for acute and preventive pediatric headache treatment","year":2024,"lang":"en","type":"article","venue":"Headache The Journal of Head and Face Pain","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Canadian Patient Safety Institute; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Medicine; Migraine; Guardian; Pill; Pediatrics; Family medicine; Legal guardian; Physical therapy; Confidence interval; Psychological intervention; International Classification of Headache Disorders; Psychiatry; Internal medicine","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":[0.005075669,0.0001594501,0.0002969324,0.0006915847,0.00058282,0.0006824298,0.0003147586,0.0002844612,0.002275586],"category_scores_gemma":[0.01417077,0.0001502803,0.0006498382,0.0006292699,0.0003606256,0.0005546511,0.000540024,0.0004555871,0.000152701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421266,"about_ca_system_score_gemma":0.001342385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929368,"about_ca_topic_score_gemma":0.02742521,"domain_scores_codex":[0.9973428,0.001154293,0.0003929585,0.0001579932,0.0006340798,0.0003179511],"domain_scores_gemma":[0.9915168,0.002784188,0.003607341,0.0001833043,0.001186781,0.0007215815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179965,0.00005714403,0.9916352,0.00003147212,0.00004108447,0.00005549126,0.001325274,0.00009231628,0.00007361914,0.00002684859,0.0002692078,0.006274434],"study_design_scores_gemma":[0.00001540248,0.0002965944,0.9915957,0.00005482386,0.00003011055,0.0003353251,0.006113262,0.0006370532,0.0001655207,0.00003225121,0.0007094231,0.00001452107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986938,0.0001499993,0.0001007719,0.0001038998,0.000003858815,0.00003319745,0.0002139548,0.000002407025,0.000698081],"genre_scores_gemma":[0.9993162,0.000121471,0.0002590262,0.00003413358,0.000003901117,0.00002221032,0.0001423525,0.000001031044,0.00009975972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929368,"threshold_uncertainty_score":0.03836274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746501821038258,"score_gpt":0.3841048111128034,"score_spread":0.3094546290089776,"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."}}