{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003188243,0.0004232951,0.0009742595,0.0000778542,0.0003261725,0.00002418788,0.0003989426,0.0007371328,0.00001966734],"category_scores_gemma":[0.0001916483,0.0003743093,0.0005922998,0.0002155986,0.0000773975,0.0002049465,0.00004352971,0.002224464,0.0001978656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007833331,"about_ca_system_score_gemma":0.0001596951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610443,"about_ca_topic_score_gemma":0.000005626581,"domain_scores_codex":[0.9967579,0.0005134309,0.0007955257,0.0008193495,0.0002813659,0.0008324272],"domain_scores_gemma":[0.9941286,0.00481555,0.0004480908,0.0004196095,0.00008076027,0.0001073988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001679174,0.0009734349,0.0003055383,0.001130786,0.0002632648,0.000007102975,0.00364186,9.472844e-7,0.0001632705,0.001777958,0.9741483,0.01590837],"study_design_scores_gemma":[0.009727784,0.0005593979,0.02322759,0.001713967,0.00006850734,2.015743e-7,0.00006305469,0.00782482,0.000001504885,0.07599744,0.8801341,0.0006816207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005470186,0.0007228657,0.01254513,0.9641353,0.001238329,0.01300464,0.001499447,0.0003804698,0.001003606],"genre_scores_gemma":[0.03217362,0.0006793735,0.004316459,0.9048558,0.03147434,0.01592174,0.005837615,0.0003644622,0.004376629],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09401418,"threshold_uncertainty_score":0.9998709,"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."}}