{"id":"W3000517573","doi":"10.29173/hsi77","title":"What can clinical neuropsychology offer type II diabetes mellitus treatment management?","year":2012,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Neuropsychology; Type 2 Diabetes Mellitus; Medicine; Diabetes mellitus; Intensive care medicine; Psychiatry; Endocrinology; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007165475,0.000252433,0.0003380216,0.0003205096,0.0009399453,0.0001740034,0.0007128266,0.00006477116,0.0001248967],"category_scores_gemma":[0.0003725568,0.0002034554,0.00008431984,0.001375403,0.001293439,0.001115552,0.000315396,0.0001968292,0.0005001053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018114,"about_ca_system_score_gemma":0.0001304032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001021006,"about_ca_topic_score_gemma":0.000003561354,"domain_scores_codex":[0.9955021,0.001007648,0.000499209,0.000870993,0.000550421,0.001569614],"domain_scores_gemma":[0.9977438,0.0006390061,0.0002014801,0.0007527191,0.00002939241,0.0006335308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001203949,0.001603674,0.1753602,0.0001706745,0.00002319872,0.00004404259,0.004995557,0.00002607935,0.003312412,0.009075254,0.01852595,0.7867425],"study_design_scores_gemma":[0.002166735,0.004350867,0.6164088,0.0001858277,0.0000637557,0.00002349279,0.001079366,0.002346835,0.005565995,0.0005651035,0.3662066,0.001036625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732187,0.0009307437,0.00006627438,0.003888361,0.01719411,0.0009796449,0.000001991092,0.0001754065,0.003544701],"genre_scores_gemma":[0.9750092,0.005698986,0.0001942402,0.0172203,0.0005660557,0.00004506524,0.000003039741,0.00001971274,0.001243425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7857059,"threshold_uncertainty_score":0.8296672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.211375707633562,"score_gpt":0.4489145559136023,"score_spread":0.2375388482800403,"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."}}