{"id":"W4251201767","doi":"10.1093/geront/gnv211.03","title":"ALZHEIMER DISEASE SEVERITY, OBJECTIVELY DETERMINED AND MEASURED","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Disease; Neuroscience; Medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016509,0.0001013464,0.0001392078,0.0000289007,0.0006306066,0.0000170722,0.0001996547,0.00008162027,0.0001085305],"category_scores_gemma":[0.0009768638,0.00005803886,0.00002817271,0.00008042287,0.0002146199,0.0001575093,0.0001429214,0.0003866527,0.0002557403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006253138,"about_ca_system_score_gemma":0.0004279434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008335452,"about_ca_topic_score_gemma":0.000681489,"domain_scores_codex":[0.9978613,0.001127568,0.0001842609,0.0001830778,0.0003202038,0.0003236025],"domain_scores_gemma":[0.9983711,0.0007603575,0.0001006145,0.0002895099,0.000232022,0.000246368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01233063,0.0004580942,0.8086398,0.0001209485,0.0005387276,0.0001259703,0.01662119,0.00001197277,0.0004620513,0.00802145,0.1080102,0.04465901],"study_design_scores_gemma":[0.002078874,0.000146351,0.908922,0.00003698729,0.0001255444,0.000008693682,0.003649474,0.0005491505,0.00003229025,0.01244016,0.07176562,0.0002448394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122132,0.01032117,0.000313153,0.03852854,0.001004316,0.00200129,0.00006563139,0.0002145133,0.03533816],"genre_scores_gemma":[0.9954141,0.0001068264,0.0002137436,0.001283326,0.0002399714,0.0001097563,0.000007668254,0.00001220295,0.002612347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002823,"threshold_uncertainty_score":0.485018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3457676699583849,"score_gpt":0.4957404075277446,"score_spread":0.1499727375693597,"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."}}