{"id":"W4253258231","doi":"10.1093/geront/gnv211.02","title":"LONGITUDINAL VALIDATION OF A NOVEL ALZHEIMER DISEASE SEVERITY SCORE","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Disease; Psychology; Medicine; 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":[0.003760725,0.0004810925,0.0003251816,0.001012132,0.0006607134,0.0009873275,0.0004987697,0.0005068272,0.001057765],"category_scores_gemma":[0.006528326,0.0001684621,0.0005183649,0.0005579505,0.0002771069,0.0006781139,0.0005222089,0.000843969,0.0007195114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378231,"about_ca_system_score_gemma":0.0003827649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032834,"about_ca_topic_score_gemma":0.00596819,"domain_scores_codex":[0.9990942,0.0002659778,0.0001194471,0.0001663694,0.0002796985,0.00007426208],"domain_scores_gemma":[0.9946767,0.0005749095,0.001405471,0.000575071,0.002365146,0.0004027952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003565481,0.0005021244,0.9883025,0.00001771545,0.0001270037,0.0000419316,0.0002626693,0.00009460704,0.001045827,0.00005247067,0.0004442708,0.008752288],"study_design_scores_gemma":[0.00001918166,0.0009245445,0.9975151,0.000007280495,0.00004700841,0.0001406882,0.0001166875,0.0002692176,0.0003688861,0.00005192688,0.0005341149,0.000005361265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996702,0.000115698,0.0007210551,0.00005522956,0.00003962859,0.0001017856,0.0008509289,0.00002450544,0.001389144],"genre_scores_gemma":[0.9962493,0.00006199801,0.0009217669,0.0000359047,0.00002132774,0.0001105496,0.001421619,0.000008185419,0.001169326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004032834,"threshold_uncertainty_score":0.01988888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2362112370753627,"score_gpt":0.3684219497578191,"score_spread":0.1322107126824564,"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."}}