{"id":"W4239348546","doi":"10.1016/j.jalz.2017.06.2322","title":"[IC‐P‐050]: TOWARD DISCOVERY OF MULTI‐OMICS BIOTYPES OF ALZHEIMER's DISEASE: A FOCUSED REVIEW AND PROPOSED ROAD MAP","year":2017,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Omics; Biomarker; Neuroimaging; Biomarker discovery; Disease; Metabolomics; Dementia; Connectomics; Neurodegeneration; Modalities; Computational biology; Medicine; Bioinformatics; Neuroscience; Computer science; Biology; Proteomics; Pathology; Connectome; Functional connectivity; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005018066,0.001229884,0.002599868,0.007259203,0.0006520054,0.003428787,0.002292435,0.003250955,0.008799427],"category_scores_gemma":[0.009190068,0.0004167004,0.002582263,0.009891024,0.0009379855,0.003096221,0.00139845,0.002447991,0.004261932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113955,"about_ca_system_score_gemma":0.01519128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007266935,"about_ca_topic_score_gemma":0.008177914,"domain_scores_codex":[0.9982657,0.0005586078,0.0003830156,0.0002095968,0.0004383906,0.0001446062],"domain_scores_gemma":[0.9907953,0.003709352,0.0008279939,0.0002439206,0.003850043,0.0005733388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003064393,0.00008019832,0.0006646979,0.1468235,0.0006699802,0.0003061253,0.0002042463,0.0004673693,0.001144507,0.008123512,0.1273255,0.7138841],"study_design_scores_gemma":[0.00009598274,0.0004976536,0.003344609,0.1122933,0.001503125,0.0008393008,0.0001856036,0.0003442838,0.0005506603,0.007006662,0.8732582,0.00008065079],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002417978,0.984338,0.001398739,0.005597599,0.00263273,0.0002559487,0.0007670159,0.0000643459,0.004703841],"genre_scores_gemma":[0.001726181,0.9877676,0.001910812,0.00432817,0.001564842,0.0002083297,0.001026215,0.0000217921,0.001446117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008799427,"threshold_uncertainty_score":0.02943707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06858920991367433,"score_gpt":0.3392983596583655,"score_spread":0.2707091497446911,"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."}}