{"id":"W3200130237","doi":"10.1186/s12906-021-03401-3","title":"Headache and migraine clinical practice guidelines: a systematic review and assessment of complementary and alternative medicine recommendations","year":2021,"lang":"en","type":"review","venue":"BMC Complementary Medicine and Therapies","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"McMaster University","keywords":"Medicine; Migraine; CINAHL; Rigour; MEDLINE; Alternative medicine; Family medicine; Physical therapy; Integrative medicine; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.00450294,0.0007594267,0.007307948,0.0003181521,0.0002401772,0.00001580615,0.0001430219,0.0001060369,0.0006333609],"category_scores_gemma":[0.002217364,0.0004724473,0.0002405954,0.0003270718,0.0009410432,0.0001272086,0.0004200115,0.0006052752,4.24058e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005168999,"about_ca_system_score_gemma":0.0002413003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173535,"about_ca_topic_score_gemma":0.0005181189,"domain_scores_codex":[0.9931117,0.001308269,0.003844879,0.0008277959,0.000580573,0.0003267987],"domain_scores_gemma":[0.9919857,0.004899804,0.001501923,0.0005733583,0.0007332068,0.0003060563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002462036,0.0001880165,0.0005623189,0.7840146,0.006393232,0.00003711162,0.001875609,2.963245e-9,6.010005e-7,0.001232543,0.1569274,0.04874387],"study_design_scores_gemma":[0.002062615,0.001294889,0.0001106726,0.3393732,0.02284201,0.0007114242,0.01277892,0.00001146228,2.544212e-8,0.00007123021,0.6204949,0.0002486809],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000176457,0.9421026,0.0001208891,0.05332283,0.00006966583,0.003723738,0.0001936394,0.00002314822,0.0004258925],"genre_scores_gemma":[0.0000141799,0.9679276,0.01634627,0.01336328,0.0005378037,0.0002418633,0.001285835,0.00004931326,0.0002339012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4635674,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.45898192297309,"score_gpt":0.5848937754146541,"score_spread":0.1259118524415641,"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."}}