{"id":"W6901736704","doi":"10.60692/g52fv-40n38","title":"Operationalizing compensation over time in neurodegenerative disease","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurodegeneration; Cognitive reserve; Disease; Degeneration (medical); Compensation (psychology); Cognition; Population; Ageing","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":[0.004648226,0.0008636852,0.000697037,0.00238002,0.0006135835,0.001675445,0.0009867403,0.001021356,0.001914655],"category_scores_gemma":[0.01134589,0.0002436158,0.0006287855,0.001398271,0.002353401,0.003540824,0.003442891,0.001044864,0.0003886455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149477,"about_ca_system_score_gemma":0.0007025449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376366,"about_ca_topic_score_gemma":0.002048038,"domain_scores_codex":[0.9986766,0.0003324464,0.0001637324,0.0004289426,0.0002573164,0.0001409856],"domain_scores_gemma":[0.9963032,0.0009291641,0.001382754,0.0005324738,0.0004129219,0.0004395342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002677717,0.0006230824,0.657505,0.0009889175,0.0008799181,0.001471013,0.01327174,0.009449623,0.02689928,0.05142966,0.002015338,0.2327888],"study_design_scores_gemma":[0.00006195324,0.002154895,0.8395869,0.0004882681,0.0003924944,0.002402568,0.003171034,0.009441411,0.004511655,0.1265881,0.01099525,0.0002055353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358969,0.01231094,0.03418765,0.001720579,0.0002666498,0.0001446455,0.001097442,0.0001424808,0.01423271],"genre_scores_gemma":[0.9929962,0.001187717,0.004223118,0.0002228725,0.0001109368,0.00009591836,0.0004548463,0.00001876804,0.0006897391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004648226,"threshold_uncertainty_score":0.02458245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264316368430677,"score_gpt":0.2852816351186389,"score_spread":0.2426384714343321,"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."}}