{"id":"W6940165123","doi":"10.6084/m9.figshare.c.7012329.v1","title":"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":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Structural equation modeling; Longitudinal study; Perception; Generalized estimating equation; Latent class model; Latent growth modeling; Latent variable; Elderly people; Repeated measures design","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03160151,0.001079343,0.001357907,0.002244873,0.003115013,0.001698042,0.003223241,0.0007283558,0.002313605],"category_scores_gemma":[0.03954406,0.000646957,0.002439752,0.004760635,0.0009932185,0.0008926636,0.001804244,0.001856951,0.0003961308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00968121,"about_ca_system_score_gemma":0.02241885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9531322,"about_ca_topic_score_gemma":0.9190373,"domain_scores_codex":[0.9935708,0.002863363,0.0004300865,0.001280726,0.001160986,0.0006940532],"domain_scores_gemma":[0.9706459,0.01110674,0.002486065,0.003031351,0.01140471,0.001325297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003655262,0.0003092448,0.9827889,0.00007955381,0.000501145,0.0000874052,0.0008198271,0.003321059,0.00006542652,0.0005794214,0.002199553,0.00888302],"study_design_scores_gemma":[0.0003547745,0.0003576181,0.9212412,0.0001316299,0.0005060929,0.00007336625,0.00263107,0.07114003,0.0001142754,0.0004666871,0.002922628,0.00006065304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988964,0.0002683521,0.002193142,0.0002181206,0.00003552553,0.0005396125,0.006910361,0.00005120211,0.0008197492],"genre_scores_gemma":[0.9795461,0.0001691588,0.004701309,0.00007763388,0.0000122961,0.000500599,0.01450777,0.00001820072,0.0004670476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04686779,"threshold_uncertainty_score":0.1671268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390515150112669,"score_gpt":0.3026609236740292,"score_spread":0.1636094086627622,"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."}}