{"id":"W4404678243","doi":"10.2196/59667","title":"Pathophysiological Links Between Stroke and Patients with Prediabetes: Protocol for A Systematic Review (Preprint)","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Prediabetes; Protocol (science); Stroke (engine); Systematic review; MEDLINE; Bioinformatics; Gerontology; Alternative medicine; Computer science; Diabetes mellitus; Pathology; Engineering; Biology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04976463,0.005092297,0.01747971,0.01133123,0.004111895,0.007246952,0.003083169,0.006336678,0.08943009],"category_scores_gemma":[0.1222856,0.005772141,0.02158482,0.01094345,0.003269211,0.00557874,0.006558182,0.008112053,0.01058098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01203608,"about_ca_system_score_gemma":0.03900087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335329,"about_ca_topic_score_gemma":0.0217871,"domain_scores_codex":[0.9589407,0.01629312,0.01705599,0.002488943,0.003520808,0.001700436],"domain_scores_gemma":[0.9441268,0.02924795,0.01278289,0.004657654,0.007730657,0.001453998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006836753,0.000183499,0.0007266537,0.9287227,0.00868317,0.0002142996,0.001320938,0.0006044258,0.001307719,0.00219118,0.02729576,0.02191293],"study_design_scores_gemma":[0.09237498,0.002030159,0.009613059,0.6851053,0.05199819,0.0003894488,0.002110811,0.0008838874,0.001725322,0.009078575,0.1439636,0.0007266424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001142326,0.01196644,0.002180355,0.00100415,0.0007872034,0.9640804,0.01753467,0.0002682487,0.001036247],"genre_scores_gemma":[0.002037353,0.00337258,0.004384485,0.0006029033,0.00006295388,0.9876817,0.001310612,0.00002858495,0.000518898],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08943009,"threshold_uncertainty_score":0.2991735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3667884494042395,"score_gpt":0.5640689600208433,"score_spread":0.1972805106166037,"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."}}