{"id":"W4408875703","doi":"10.58837/chula.the.2023.581","title":"Analysis of fall risk factors in a Thai cohort of older adults","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Gerontology; Demography; Medicine; Psychology; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015779,0.0003280772,0.0002795433,0.001086911,0.0006151869,0.0006296683,0.0001958455,0.0002388603,0.0009172239],"category_scores_gemma":[0.000963781,0.0002959701,0.0005316191,0.001662841,0.0001980082,0.000387035,0.0005157696,0.0003178783,0.0001357379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341586,"about_ca_system_score_gemma":0.0004849078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430672,"about_ca_topic_score_gemma":0.01081496,"domain_scores_codex":[0.9997068,0.00005012804,0.000064411,0.00006043489,0.00006800018,0.00005022475],"domain_scores_gemma":[0.9993597,0.00006084031,0.0002619897,0.0000398913,0.0001232714,0.0001542978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005157662,0.00001821987,0.998887,0.00001175127,0.00002599326,0.0001105075,0.0001133303,0.00001858271,0.0000870825,0.000003970749,0.00003760866,0.0006343252],"study_design_scores_gemma":[0.000004892928,0.00009973292,0.9984304,0.000009576108,0.00002617809,0.0005495458,0.0005163177,0.0001907826,0.00002661535,0.00001218751,0.0001304646,0.000003248804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992756,0.00009486401,0.00005882246,0.00001416798,0.000002586913,0.00001059409,0.0003582543,0.000001480198,0.0001835713],"genre_scores_gemma":[0.9989661,0.0001375422,0.00007962354,0.00001601631,0.000005571045,0.00002053702,0.000675667,9.620998e-7,0.00009803254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430672,"threshold_uncertainty_score":0.02844691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475490933655126,"score_gpt":0.353913616304418,"score_spread":0.3391587069678667,"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."}}