{"id":"W7116871337","doi":"10.1002/alz70860_101123","title":"A comparaison of clinical diagnostic classification criteria used in longitudinal cohort studies of the Alzheimer's disease continuum: a systematic review","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":"Université Laval; Grain Research Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Disease; Population; Cohort; Cohort study; Set (abstract data type); MEDLINE","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.07017723,0.002416494,0.01796527,0.02397122,0.001521997,0.0060842,0.004058851,0.00306805,0.00309153],"category_scores_gemma":[0.2347233,0.002021439,0.019201,0.0200245,0.002358686,0.005750214,0.003414938,0.001715038,0.000270217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01084001,"about_ca_system_score_gemma":0.0193384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009965865,"about_ca_topic_score_gemma":0.02204784,"domain_scores_codex":[0.9072357,0.03431465,0.04098766,0.005366255,0.01096574,0.001129991],"domain_scores_gemma":[0.7537566,0.1875059,0.03844115,0.004250214,0.01501067,0.001035461],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000465889,0.00001561008,0.00387656,0.939199,0.03930317,0.00008305467,0.0004410166,0.0001060351,0.0001040009,0.0002713896,0.0006042567,0.01553008],"study_design_scores_gemma":[0.000773732,0.0002847709,0.009211568,0.7706363,0.2108653,0.0002536186,0.0007292692,0.0002115402,0.0002289676,0.0005140125,0.006221172,0.00006963213],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004532564,0.9901397,0.000695706,0.0005028578,0.0002291356,0.002517026,0.001064941,0.00001800666,0.0003000551],"genre_scores_gemma":[0.1277678,0.849969,0.006233396,0.00163871,0.0002495537,0.01209184,0.001794597,0.00003731112,0.0002178328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820347,"threshold_uncertainty_score":0.3711371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493730804566561,"score_gpt":0.4655472533011398,"score_spread":0.3161741728444837,"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."}}