{"id":"W2891467623","doi":"10.5770/cgj.21.330","title":"The Top Articles in Geriatrics 2016–2017*","year":2018,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Delirium; Dementia; Geriatrics; Donepezil; Intensive care medicine; Lewy body; Cognitive impairment; Disease; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001784926,0.0005195058,0.001386666,0.001494744,0.0005360585,0.0004296006,0.0008076202,0.0006510976,0.0002680494],"category_scores_gemma":[0.001782422,0.0003500822,0.0006155851,0.001641804,0.0001704738,0.0001327818,0.00007261772,0.001918433,0.0007223878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303901,"about_ca_system_score_gemma":0.01164604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867295,"about_ca_topic_score_gemma":0.04529695,"domain_scores_codex":[0.9960703,0.0002718258,0.001385717,0.000421514,0.0005572235,0.001293367],"domain_scores_gemma":[0.9958403,0.0004619526,0.0006562159,0.0008743105,0.0003992156,0.001768042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008409391,0.0000177384,0.0001044395,0.000982665,0.0001091295,0.0009485185,0.00009272165,3.171934e-7,2.457175e-8,0.00003669672,0.2514945,0.7462049],"study_design_scores_gemma":[0.0005645767,0.00007740792,0.0001828716,0.002873317,0.0006069887,0.003257787,0.00003879946,0.000006148408,9.432185e-8,0.0001790134,0.9918504,0.0003625737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005377995,0.9916723,0.00001259406,0.001773186,0.003635468,0.0008106524,0.00008499045,0.00002040146,0.001936632],"genre_scores_gemma":[0.00001713334,0.9901555,0.0003779548,0.0002599934,0.004595001,0.00002450139,0.00002614819,0.0001076288,0.004436105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7458423,"threshold_uncertainty_score":0.9998951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04758191584671693,"score_gpt":0.3128161732392363,"score_spread":0.2652342573925194,"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."}}