{"id":"W7117481941","doi":"10.1177/13872877251407711","title":"Screening for Alzheimer's disease: Strength in numbers","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Dementia; Pathological; Vascular dementia; Cognitive impairment; Clinical Practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1856145,0.0009820242,0.002383994,0.003728196,0.001463419,0.00551327,0.004262586,0.001903101,0.00474747],"category_scores_gemma":[0.4991568,0.0009066025,0.001268754,0.003501919,0.002547573,0.007494071,0.006029611,0.002087539,0.00207364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194177,"about_ca_system_score_gemma":0.003055018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974733,"about_ca_topic_score_gemma":0.005943816,"domain_scores_codex":[0.8763322,0.06221496,0.02225531,0.008519971,0.0291088,0.001568723],"domain_scores_gemma":[0.5365579,0.2462021,0.02422328,0.05782045,0.1277953,0.007401119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003133589,0.0002245479,0.5547684,0.003418014,0.003075897,0.0004671383,0.003272807,0.001320621,0.0008524764,0.008556064,0.05766502,0.3632454],"study_design_scores_gemma":[0.001161969,0.002946956,0.5454556,0.009285238,0.005595132,0.005014198,0.004867778,0.01017976,0.003085182,0.0819117,0.3299526,0.0005438637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4368162,0.05595185,0.08763581,0.2250417,0.02417357,0.005195382,0.01096926,0.0008933643,0.1533229],"genre_scores_gemma":[0.9240393,0.004972721,0.03972665,0.02016408,0.004471857,0.001524102,0.001459264,0.0003187359,0.003323322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1856145,"threshold_uncertainty_score":0.9816349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443787928646339,"score_gpt":0.3667994667749138,"score_spread":0.3323615874884504,"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."}}