{"id":"W7053035731","doi":"","title":"Synaptic proteins in pre-symptomatic Alzheimer's disease: biomarkers for early detection of cognitive decline","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Julius Clinical; Siemens Healthineers; Eisai; Vetenskapsrådet; Fonds de Recherche du Québec - Santé; Prothena; Familjen Erling-Perssons Stiftelse; Stiftelsen för Gamla Tjänarinnor; European Commission; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Hjärnfonden; Biogen; Eli Lilly and Company; Alzheimer's Drug Discovery Foundation","keywords":"Cognitive decline; Disease; Biomarker; Cognition; Population decline","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006612082,0.0002461216,0.000241179,0.0004439839,0.0001991491,0.0005070538,0.0002308584,0.000384111,0.004668598],"category_scores_gemma":[0.0007982928,0.00009098971,0.0001378467,0.0003349201,0.0001408527,0.000197696,0.0001661264,0.0004185101,0.001396015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218752,"about_ca_system_score_gemma":0.0003947101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709679,"about_ca_topic_score_gemma":0.005380855,"domain_scores_codex":[0.9999098,0.00001323104,0.000006362224,0.00001583143,0.00004161154,0.00001322151],"domain_scores_gemma":[0.9998153,0.000034203,0.00002357133,0.000005415542,0.00008845926,0.0000330422],"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":[0.002842994,0.0008490053,0.1142764,0.001090026,0.0001596524,0.0004297388,0.0009635724,0.0001831201,0.05236707,0.0008954793,0.06772859,0.7582143],"study_design_scores_gemma":[0.0001393199,0.00193247,0.9333574,0.0003383491,0.0001586572,0.001109611,0.0008716414,0.000187002,0.01094362,0.0008445946,0.05008984,0.00002748441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472069,0.1894396,0.001569386,0.009817578,0.001944984,0.0003230381,0.002664878,0.0001271839,0.04690649],"genre_scores_gemma":[0.8131314,0.08160727,0.002743623,0.001868389,0.0009402692,0.0002168029,0.001164546,0.00003301589,0.09829468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004668598,"threshold_uncertainty_score":0.01561803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008986740117105388,"score_gpt":0.2438765457765692,"score_spread":0.2348898056594638,"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."}}