{"id":"W4206901628","doi":"10.12788/jfp.0332","title":"How to identify balance disorders and reduce fall risk","year":2022,"lang":"en","type":"article","venue":"The Journal of Family Practice","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Balance (ability); Intensive care medicine; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001635769,0.0008741574,0.001175599,0.003471976,0.00191951,0.002891523,0.001279946,0.003434788,0.02572292],"category_scores_gemma":[0.0170783,0.0003877786,0.001551325,0.0006294702,0.0007394158,0.003383735,0.001346048,0.004050651,0.01479018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009852927,"about_ca_system_score_gemma":0.004816024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485426,"about_ca_topic_score_gemma":0.0215543,"domain_scores_codex":[0.9984435,0.0003305913,0.0001208886,0.0001680759,0.0007355943,0.0002013632],"domain_scores_gemma":[0.995565,0.0006814447,0.0004639577,0.0001116844,0.001786221,0.001391615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001029495,0.002201257,0.01559723,0.0007184339,0.0001464343,0.0003168765,0.0003195364,0.0002164457,0.0003882723,0.0010808,0.4341489,0.5447628],"study_design_scores_gemma":[0.00206433,0.003313302,0.1795687,0.03053408,0.002012302,0.005351923,0.01061478,0.004566387,0.004277231,0.05897014,0.698136,0.0005907976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04487868,0.04505131,0.02093574,0.7112377,0.02093263,0.001383394,0.002032115,0.002355666,0.1511928],"genre_scores_gemma":[0.3547449,0.1511768,0.1700984,0.1839545,0.02698821,0.003708695,0.003326311,0.0009214449,0.1050808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02572292,"threshold_uncertainty_score":0.08605176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04319804423495094,"score_gpt":0.401671116460951,"score_spread":0.3584730722260001,"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."}}