{"id":"W7117136198","doi":"10.1002/alz70855_100224","title":"COMPASS‐ND: A unique cohort across the dementia spectrum","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Institut Universitaire de Gériatrie de Montréal; Baycrest Hospital; Jewish General Hospital; Western University; University of Toronto; St Joseph's Health Care; Concordia University; Natural Sciences and Engineering Research Council of Canada; Parkwood Institute; McGill University; McGill University Health Centre; Lawson Health Research Institute","funders":"","keywords":"Cohort; Dementia; Cohort study; Spectrum (functional analysis); MEDLINE; Broad spectrum","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":[0.001119746,0.0005796407,0.0005832182,0.0008099496,0.002932161,0.001382167,0.0007846323,0.000629359,0.002422318],"category_scores_gemma":[0.001924187,0.0003064536,0.0003395128,0.001002833,0.0005987341,0.0007421825,0.001877835,0.000824934,0.0009401404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009346873,"about_ca_system_score_gemma":0.001747667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03270505,"about_ca_topic_score_gemma":0.05401262,"domain_scores_codex":[0.9992127,0.0001303112,0.00006327542,0.0003093139,0.0001622426,0.0001221711],"domain_scores_gemma":[0.9990615,0.00009640921,0.0001128314,0.0001814104,0.0002045558,0.0003433134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009374168,0.0004380221,0.9686396,0.00008157579,0.00008230432,0.005348514,0.005309615,0.00005575605,0.002899463,0.0005374742,0.005565281,0.01010508],"study_design_scores_gemma":[0.0001701221,0.0005342966,0.954197,0.0001658768,0.0001031233,0.01824042,0.007816873,0.0002717893,0.0006104376,0.0009669124,0.01687509,0.00004806755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914207,0.0003051234,0.0007390864,0.0006498172,0.00006681496,0.0002869274,0.002968903,0.00002891961,0.003533723],"genre_scores_gemma":[0.989646,0.0002908792,0.001852865,0.00113553,0.00007446595,0.0004280331,0.003303046,0.00004371825,0.003225395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270505,"threshold_uncertainty_score":0.06502938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992620669801152,"score_gpt":0.3343203796511031,"score_spread":0.3143941729530915,"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."}}