{"id":"W3001297305","doi":"10.1093/ptj/pzaa017","title":"Screening for Preclinical Balance Limitations in Younger Older Adults: Time for a Paradigm Shift?","year":2020,"lang":"en","type":"letter","venue":"Physical Therapy","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Balance (ability); Paradigm shift; Psychology; Medicine; Gerontology; 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":[0.06122389,0.001175514,0.003248621,0.002802342,0.002694414,0.006089909,0.005520501,0.01284156,0.004150185],"category_scores_gemma":[0.1433698,0.000799715,0.001740821,0.001622991,0.005646064,0.02056961,0.005586891,0.02281712,0.003054247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974431,"about_ca_system_score_gemma":0.01018785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015077,"about_ca_topic_score_gemma":0.01461721,"domain_scores_codex":[0.9814761,0.005797026,0.004221758,0.002667759,0.005052263,0.0007852024],"domain_scores_gemma":[0.8202015,0.0968799,0.007644935,0.005359319,0.0613795,0.008534685],"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":[0.0006014754,0.0002991033,0.009731415,0.006815179,0.0002719042,0.001081724,0.002804013,0.0001886827,0.0008002633,0.01069726,0.4079649,0.558744],"study_design_scores_gemma":[0.0007416318,0.001631036,0.01790475,0.03551791,0.0005929887,0.007206954,0.008418036,0.001843312,0.0009894901,0.0694931,0.8551316,0.0005291954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001912042,0.07180855,0.002958954,0.8858563,0.0356738,0.00008614685,0.0001102985,0.0001096571,0.001484356],"genre_scores_gemma":[0.04130598,0.1252247,0.02123487,0.6726589,0.1364619,0.0007303421,0.0004555491,0.0002252604,0.001702599],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06122389,"threshold_uncertainty_score":0.3237867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190666969462312,"score_gpt":0.406839016629433,"score_spread":0.2877723196832018,"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."}}