{"id":"W4396906796","doi":"10.46747/cfp.7005325","title":"Clinical pearls for management of migraines","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Migraine; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001198426,0.000725485,0.0006132328,0.001256255,0.00121712,0.001683573,0.001432831,0.00256527,0.03654072],"category_scores_gemma":[0.009482847,0.0001374471,0.0007109474,0.0006751109,0.0005808483,0.001778409,0.001235615,0.005299587,0.01383437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265057,"about_ca_system_score_gemma":0.003401828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005646217,"about_ca_topic_score_gemma":0.02048737,"domain_scores_codex":[0.9986928,0.000299342,0.0001482798,0.00006362367,0.000710308,0.00008574951],"domain_scores_gemma":[0.9966875,0.000594733,0.0003603538,0.00009044062,0.001340162,0.0009269071],"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":[0.00009404297,0.0002979774,0.001055615,0.00092808,0.00002873043,0.001259414,0.0001399441,0.0001710793,0.0003260833,0.002670081,0.5505431,0.442486],"study_design_scores_gemma":[0.0001841705,0.0002735344,0.004620698,0.006202802,0.00005681687,0.006092493,0.0003844481,0.0003190652,0.000199476,0.0107344,0.9708852,0.0000467915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004587355,0.1987562,0.01742576,0.4822481,0.01878235,0.0009549112,0.001000693,0.001783148,0.2744614],"genre_scores_gemma":[0.08378701,0.3632967,0.101276,0.2537741,0.08369152,0.001484566,0.003096764,0.0005325567,0.1090607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03654072,"threshold_uncertainty_score":0.1222409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853174412308054,"score_gpt":0.35151565958448,"score_spread":0.2929839154613995,"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."}}