{"id":"W4390640706","doi":"10.1186/s12877-023-04598-3","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":"article","venue":"BMC Geriatrics","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Structural equation modeling; Medicine; Gerontology; Generalized estimating equation; Gait; Longitudinal study; Rehabilitation; Physical therapy; Stroke (engine); Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03078857,0.001057815,0.001364165,0.001991319,0.002954648,0.001748149,0.003142449,0.0007178461,0.002220011],"category_scores_gemma":[0.03780153,0.0006510637,0.002359161,0.004211036,0.0009078762,0.0009186171,0.001744175,0.001825489,0.0004094624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009918099,"about_ca_system_score_gemma":0.02165634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505852,"about_ca_topic_score_gemma":0.9230594,"domain_scores_codex":[0.9942778,0.002548546,0.0003800126,0.001186019,0.001002895,0.0006048047],"domain_scores_gemma":[0.973291,0.01022269,0.002368575,0.002668203,0.01026026,0.00118935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003578007,0.0003077984,0.9803045,0.00008529289,0.0005138387,0.00009341221,0.0009388116,0.004055347,0.00006820861,0.0006115297,0.002396304,0.01026706],"study_design_scores_gemma":[0.0003528266,0.0004083951,0.9025022,0.0001615104,0.0005481351,0.00009051896,0.003018827,0.08890832,0.0001115202,0.0005875351,0.003245574,0.00006465743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890286,0.0003183699,0.00238587,0.0002695682,0.00003920839,0.0005234233,0.006483495,0.0000580536,0.0008933729],"genre_scores_gemma":[0.9791524,0.0002119773,0.00517038,0.00008505123,0.00001347127,0.0004432104,0.01440661,0.00002027544,0.0004968354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04941481,"threshold_uncertainty_score":0.1628275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100321116281228,"score_gpt":0.3503257789236662,"score_spread":0.2402936672955434,"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."}}