{"id":"W2060488776","doi":"10.1007/s11013-014-9370-2","title":"The Earlier the Better: Alzheimer’s Prevention, Early Detection, and the Quest for Pharmacological Interventions","year":2014,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Disease; Conceptualization; Psychological intervention; Medicine; Alzheimer's disease; Scope (computer science); Psychology; Intensive care medicine; Psychiatry; Pathology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.009265137,0.0006039082,0.00191312,0.002549615,0.002387282,0.006070754,0.001047929,0.005564199,0.003892677],"category_scores_gemma":[0.02504285,0.000445249,0.0006907472,0.001875058,0.006314068,0.008300311,0.00192598,0.008237788,0.0003990619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003880316,"about_ca_system_score_gemma":0.01012458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216117,"about_ca_topic_score_gemma":0.02345599,"domain_scores_codex":[0.9959611,0.002325307,0.0003119699,0.0003808181,0.0006761872,0.0003446339],"domain_scores_gemma":[0.9821311,0.01236786,0.002074947,0.0003877892,0.001633922,0.001404242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001014901,0.002846023,0.05558595,0.007314844,0.0006681346,0.0007149127,0.004360362,0.0006151189,0.0008104717,0.1085683,0.09717104,0.7203301],"study_design_scores_gemma":[0.0006465288,0.001697163,0.1509429,0.03179641,0.001204514,0.002916018,0.02808497,0.001639465,0.001208645,0.6032681,0.1761672,0.0004279559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01471822,0.3476678,0.0006424143,0.6294261,0.001848355,0.00001444702,0.00008760944,0.00001873856,0.005576286],"genre_scores_gemma":[0.3585089,0.5009142,0.004103389,0.1201875,0.01404902,0.00009893519,0.0001024587,0.00001398692,0.002021478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01216117,"threshold_uncertainty_score":0.04899931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908878593364981,"score_gpt":0.3820089568025135,"score_spread":0.3429201708688637,"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."}}