{"id":"W4240255113","doi":"10.21203/rs.3.rs-36416/v1","title":"Physical Frailty and Its Associated Factors Among Elderly Nursing Home Residents in China","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"China; Nursing homes; Gerontology; Medicine; Nursing; Geography","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":[0.0007625478,0.0002620599,0.0003661123,0.001093908,0.0005793391,0.0004857365,0.0003085901,0.0002924078,0.0009064418],"category_scores_gemma":[0.001140791,0.000196487,0.0003236527,0.001415173,0.0003390135,0.0003449387,0.0005018478,0.0003348875,0.00007154485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567975,"about_ca_system_score_gemma":0.001045459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04401698,"about_ca_topic_score_gemma":0.04641591,"domain_scores_codex":[0.9996318,0.00005730151,0.00006542353,0.00008381022,0.0000824466,0.00007917139],"domain_scores_gemma":[0.9991135,0.00009289059,0.0003107681,0.00005215045,0.0001837132,0.0002470811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001738982,0.0000130017,0.9986429,0.00001660048,0.00002511934,0.00005869301,0.00007933201,0.00002669321,0.00007176639,0.00001011736,0.00005634136,0.0009821901],"study_design_scores_gemma":[0.000001384392,0.00001314842,0.9997086,0.000005997032,0.000007481349,0.00003624715,0.00008146017,0.00008197561,0.000006645222,0.00001121897,0.00004439218,0.000001402766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990771,0.0003935713,0.00002822291,0.00007522493,0.000004549945,0.000006115216,0.0001920364,0.000001260415,0.0002220086],"genre_scores_gemma":[0.9994906,0.000169193,0.00002719752,0.0000309352,0.000008344133,0.000005410634,0.0001835242,4.995343e-7,0.00008429293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04401698,"threshold_uncertainty_score":0.08752155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286651805509447,"score_gpt":0.4486688740946578,"score_spread":0.3200036935437132,"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."}}