{"id":"W2760915006","doi":"10.1101/200840","title":"Alzheimer’s Genetic Risk Score linked to Incident Mild Behavioral Impairment","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Disease; Psychology; Logistic regression; Cognition; Risk factor; Cognitive impairment; Clinical psychology; Medicine; Psychiatry; Internal medicine","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":[0.0003438577,0.0005353719,0.0003086198,0.0008886563,0.0005921202,0.0004251672,0.0003771702,0.000408226,0.004207373],"category_scores_gemma":[0.001338057,0.0001988772,0.0004235477,0.0008959823,0.0002617133,0.0001827849,0.0005702502,0.0005215936,0.0002750986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619889,"about_ca_system_score_gemma":0.0002639274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009331891,"about_ca_topic_score_gemma":0.008179051,"domain_scores_codex":[0.9997366,0.00004946313,0.00003354515,0.00009340518,0.00005032152,0.00003675756],"domain_scores_gemma":[0.9994158,0.00008022202,0.0002730733,0.00005448486,0.00006758806,0.0001089225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005910239,0.0000596028,0.9949127,0.00001477975,0.0002372282,0.0004081269,0.00006574715,0.0001623751,0.001170249,0.00007798887,0.0002532956,0.002046888],"study_design_scores_gemma":[0.0000238785,0.0001296008,0.9980854,0.00000793286,0.00009401742,0.0007459322,0.00005398374,0.0003674062,0.0001626882,0.0001244179,0.0002000541,0.000004806803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984043,0.00007458223,0.0001167945,0.00003431926,0.000005011525,0.00001547652,0.0008142495,0.000008521843,0.0005266534],"genre_scores_gemma":[0.9984728,0.00003773124,0.000236931,0.00001638406,0.000006653624,0.00001303933,0.0007592491,0.000003072384,0.0004542623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009331891,"threshold_uncertainty_score":0.0185551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479453437170547,"score_gpt":0.3203551783913817,"score_spread":0.272409834674327,"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."}}