{"id":"W2732550214","doi":"10.1093/geroni/igx004.882","title":"SLOW PROCESSING SPEED PREDICTS FALLS IN OLDER ADULTS WITH A FALLS HISTORY: 1-YEAR PROSPECTIVE COHORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prospective cohort study; Medicine; Poison control; Injury prevention; Incidence (geometry); Cohort; Occupational safety and health; Cohort study; Suicide prevention; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000952342,0.0004524975,0.0004145696,0.000811388,0.0006007302,0.0007038762,0.0004570172,0.0005939362,0.00108792],"category_scores_gemma":[0.002026373,0.0004773338,0.0005635426,0.0009336665,0.0002475907,0.0004847698,0.0004800933,0.0008820057,0.0002319085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856884,"about_ca_system_score_gemma":0.0005089503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02657121,"about_ca_topic_score_gemma":0.03249663,"domain_scores_codex":[0.9997143,0.00004550124,0.000031911,0.0000833146,0.00006539663,0.00005947177],"domain_scores_gemma":[0.9989865,0.00009158895,0.0003874647,0.000108381,0.0002130462,0.0002128902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008064317,0.000040039,0.9993781,0.000002955312,0.00003843162,0.00001859853,0.00002929213,0.0000206142,0.0000467239,0.000003046705,0.0000496046,0.0002919578],"study_design_scores_gemma":[0.000007691295,0.00009306304,0.9995746,0.000003193502,0.00002781723,0.00006459877,0.00004718014,0.0001174471,0.00001394795,0.000007134318,0.00004120394,0.000002048466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991422,0.00009529181,0.00005245682,0.00001772282,0.000004881441,0.00001463272,0.0005300539,0.0000024385,0.0001403078],"genre_scores_gemma":[0.9989919,0.00009182803,0.00009511015,0.0000158977,0.000007009348,0.00001632804,0.0006321693,0.000001695462,0.0001480204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657121,"threshold_uncertainty_score":0.05283308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265345716829667,"score_gpt":0.3280969739453718,"score_spread":0.3054435167770752,"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."}}