{"id":"W2936700250","doi":"10.1016/j.jalz.2019.01.006","title":"Dementia: Paradigm shifting into high gear","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Stroke (engine); Medicine; Disease; Intensive care medicine; Clinical trial; Diversification (marketing strategy); Pathology; Business; Engineering","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":[0.06022757,0.001542652,0.002781236,0.003676227,0.00465374,0.01352398,0.004391226,0.01185739,0.01339819],"category_scores_gemma":[0.03257646,0.0005521657,0.001424628,0.001239308,0.03547424,0.0227811,0.0163379,0.02672817,0.004780206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105106,"about_ca_system_score_gemma":0.02207563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969615,"about_ca_topic_score_gemma":0.004096547,"domain_scores_codex":[0.9796357,0.01092997,0.0009873909,0.00224023,0.004577373,0.001629293],"domain_scores_gemma":[0.9495301,0.02403081,0.001352325,0.003121569,0.009013512,0.01295156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004249346,0.0004076945,0.001090299,0.002874571,0.00012471,0.0003453447,0.003749605,0.0005339395,0.0007125255,0.5371109,0.223186,0.2294395],"study_design_scores_gemma":[0.0001447174,0.0003866037,0.0007953728,0.003423256,0.00004361429,0.0005390581,0.003870776,0.0004317992,0.0002769184,0.4959972,0.4940088,0.0000819101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001535851,0.07346677,0.01051284,0.8810105,0.01348531,0.00009274184,0.00007217776,0.0001631911,0.01966061],"genre_scores_gemma":[0.1073843,0.1326761,0.03259262,0.6610822,0.04878292,0.001155849,0.0002279564,0.0003760435,0.01572202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06022757,"threshold_uncertainty_score":0.3185177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940539350782102,"score_gpt":0.295854020654259,"score_spread":0.276448627146438,"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."}}