{"id":"W2312342292","doi":"10.1017/s0317167100001931","title":"Improving Patient Compliance to Prophylactic Migraine Therapy","year":2002,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Migraine; Prophylactic treatment; Chronic Migraine; Context (archaeology); Intensive care medicine; Clinical trial; Migraine treatment; Disease; Compliance (psychology); Physical therapy; Psychiatry; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.002738836,0.0008066208,0.002455821,0.001976693,0.002792938,0.0006397321,0.001975723,0.0003774377,0.0002867107],"category_scores_gemma":[0.003531598,0.0004679026,0.001088893,0.002553915,0.004545006,0.0004670869,0.0001216249,0.002633831,0.00002326679],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077685,"about_ca_system_score_gemma":0.006050751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214862,"about_ca_topic_score_gemma":0.01708442,"domain_scores_codex":[0.993066,0.001008888,0.001836635,0.0009240846,0.001174355,0.00199004],"domain_scores_gemma":[0.9930426,0.0006740662,0.001702991,0.0002980017,0.0007594436,0.003522821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020684,0.0001255956,0.0105297,0.0008669456,0.0001108042,0.01741734,0.0008365867,0.00006362042,0.00000268005,0.00009985669,0.008814615,0.9610302],"study_design_scores_gemma":[0.0002655681,0.1241199,0.0008921346,0.001596548,0.0002758998,0.06253674,0.0001270342,0.00007672962,0.000002179132,0.0003798314,0.8091603,0.0005671568],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09149405,0.9023239,0.000007908117,0.002864798,0.0004896642,0.0008115766,0.00002236583,0.00002412058,0.001961603],"genre_scores_gemma":[0.04213993,0.948618,0.002457552,0.005719323,0.0007991691,0.00001897334,7.389147e-7,0.00004310932,0.0002031878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.960463,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148458596570975,"score_gpt":0.3472473015521191,"score_spread":0.1987887049811441,"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."}}