{"id":"W6921106072","doi":"10.6084/m9.figshare.24954474.v1","title":"Additional file 1 of Community ambulation in older adults and people with OA – a model verification using Canadian Longitudinal Study on Aging (CLSA) data","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Longitudinal study; Longitudinal data; Data collection; Elderly people; Data file; Aging in place","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003445135,0.0001419478,0.0001562087,0.0002359382,0.0002639978,0.0003231054,0.0002962518,0.0000550744,0.8697679],"category_scores_gemma":[0.00008309577,0.0001251369,0.00001216635,0.00007201103,0.00001026394,0.0009382545,0.0001695627,0.0002900412,0.0002844811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135533,"about_ca_system_score_gemma":0.000226775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04487745,"about_ca_topic_score_gemma":0.7120222,"domain_scores_codex":[0.9993104,0.00003475381,0.000217611,0.0001459671,0.0001806838,0.000110543],"domain_scores_gemma":[0.9990118,0.0002074826,0.0001749545,0.0004586829,0.0001003677,0.00004672065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009623318,0.00003712218,0.000002255815,0.0005291759,0.00001753883,0.000001145933,0.006337855,0.00006326452,6.934937e-10,0.000005449336,0.9929324,0.00006412605],"study_design_scores_gemma":[0.0001348532,0.00004712528,0.00362558,0.004509769,0.00001657974,0.000001186939,0.00749156,0.01577336,2.913156e-8,0.000005759296,0.9682446,0.0001496323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001621759,0.0000107499,1.95986e-8,0.0000206479,0.00001710301,0.0002883621,0.9991239,0.00001088402,0.000366158],"genre_scores_gemma":[0.003305895,4.840346e-7,0.00001205845,0.0001124967,0.0001006554,0.0001511745,0.9962772,0.00001092106,0.00002918691],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8694834,"threshold_uncertainty_score":0.9614828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817987732408341,"score_gpt":0.2886104102622838,"score_spread":0.1068116370214498,"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."}}