{"id":"W2070703548","doi":"10.1517/17530059.2.5.577","title":"Biomarker identification for diagnosis of Alzheimer's disease","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Medical Diagnostics","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Kinexus Bioinformatics Corporation (Canada)","funders":"","keywords":"Biomarker; Proteomics; Medicine; Pathology; Disease; Alzheimer's disease; Tau protein; Peripheral blood mononuclear cell; Differential diagnosis; Bioinformatics; Biology; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.001375283,0.0007710985,0.001118879,0.002132272,0.0001987441,0.0009739185,0.000619257,0.001176937,0.003154646],"category_scores_gemma":[0.001887467,0.0002090265,0.0003355324,0.0007867354,0.0004411076,0.0006730962,0.0003414772,0.0007564689,0.002043473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571448,"about_ca_system_score_gemma":0.0007131491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004228288,"about_ca_topic_score_gemma":0.0004391322,"domain_scores_codex":[0.9995351,0.0001455173,0.0000401307,0.00008144462,0.0001593427,0.00003847821],"domain_scores_gemma":[0.99929,0.0002115242,0.0001405564,0.00002964048,0.0002801856,0.0000480477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001264788,0.0004332868,0.03082104,0.00422813,0.0004084211,0.001429171,0.0001304629,0.001434576,0.1594616,0.007561897,0.0314168,0.7614098],"study_design_scores_gemma":[0.0007599239,0.004273471,0.06344309,0.003982233,0.001952617,0.0192081,0.0005286775,0.02774084,0.3173121,0.05151689,0.5090324,0.0002496643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09106238,0.782923,0.08004121,0.02052727,0.002379796,0.0004301397,0.001450264,0.0009637645,0.02022221],"genre_scores_gemma":[0.5665236,0.2403857,0.1730161,0.006623236,0.00250327,0.0005270861,0.001975619,0.0000617261,0.008383773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003154646,"threshold_uncertainty_score":0.0105533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08962269057862006,"score_gpt":0.3930103850795926,"score_spread":0.3033876945009725,"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."}}