{"id":"W4297609795","doi":"10.1002/jbm4.10679/v1/review1","title":"Review for \"Association among cognition, frailty, and falls and self‐reported incident fractures: results from the Canadian Longitudinal Study on Aging ( &lt;scp&gt;CLSA&lt;/scp&gt; )\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cognition; Longitudinal study; Falls in older adults; Gerontology; Psychology; Demography; Medicine; Clinical psychology; Human factors and ergonomics; Poison control; Psychiatry; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006418638,0.001192423,0.004277293,0.005184152,0.001228037,0.003485726,0.003478915,0.002742706,0.03292355],"category_scores_gemma":[0.04397836,0.0007164492,0.003788811,0.006052494,0.0007315145,0.002001106,0.001903352,0.001761478,0.009066704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003647626,"about_ca_system_score_gemma":0.02350422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06547997,"about_ca_topic_score_gemma":0.1689081,"domain_scores_codex":[0.996484,0.0006254422,0.0008894223,0.0002752716,0.001506244,0.0002196036],"domain_scores_gemma":[0.9722707,0.009234818,0.002619089,0.0004007414,0.01465839,0.0008162928],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001248215,0.00002604958,0.0007858002,0.08231371,0.001114133,0.00005169872,0.0000734319,0.00002229699,0.00005115204,0.0003549337,0.838786,0.07629602],"study_design_scores_gemma":[0.0008184102,0.00007487531,0.01726122,0.2261489,0.00594375,0.0002231138,0.0001775309,0.00005017829,0.00008078275,0.000510878,0.7486305,0.00007996001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006274522,0.9026938,0.0002764643,0.03497613,0.03758944,0.0009088816,0.01499033,0.0001446499,0.00779285],"genre_scores_gemma":[0.004706827,0.9326584,0.001085227,0.02341392,0.01218803,0.0009330314,0.01165016,0.00009632078,0.01326804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9935814,"threshold_uncertainty_score":0.1301976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706583241737925,"score_gpt":0.352829366766606,"score_spread":0.2857635343492268,"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."}}