{"id":"W4255863138","doi":"10.12968/hmed.2017.78.8.428","title":"Clinical News","year":2017,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Library science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001736593,0.0008072493,0.0006455093,0.001731589,0.001438803,0.005676213,0.001175236,0.005856731,0.3451678],"category_scores_gemma":[0.01505481,0.0005079928,0.0006529799,0.0009948821,0.001108619,0.001950553,0.001537234,0.006128425,0.2546334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650234,"about_ca_system_score_gemma":0.002963253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896854,"about_ca_topic_score_gemma":0.004792032,"domain_scores_codex":[0.9982521,0.0002938696,0.0001314659,0.0001807249,0.0008610374,0.0002807265],"domain_scores_gemma":[0.9895679,0.001663088,0.0004970019,0.0007539669,0.004220173,0.003297793],"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":[0.00002456915,0.00001232431,0.00007101554,0.00005715752,0.00000249865,0.00008262329,0.000008312321,0.000004877618,0.00005740526,0.0005694709,0.9779653,0.02114443],"study_design_scores_gemma":[0.00001937433,0.00001582791,0.0003174999,0.0001283891,0.000003644913,0.0001637151,0.00003561982,0.000009141159,0.00004247365,0.0004356952,0.9988247,0.000003947772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006438804,0.01839756,0.0003507241,0.1997309,0.3847312,0.0001202117,0.0008537016,0.0004336275,0.3947383],"genre_scores_gemma":[0.004989721,0.01358386,0.000406334,0.1073785,0.1551641,0.00009258625,0.001039884,0.0001969769,0.717148],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3451678,"threshold_uncertainty_score":0.9340387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356191367251326,"score_gpt":0.3848136788370466,"score_spread":0.3412517651645333,"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."}}