{"id":"W2733499556","doi":"10.1093/geroni/igx004.2645","title":"IAGG NORTH AMERICAN REGION: FALLS PREVENTION—NEW INITIATIVES FROM THE CANADIAN GERIATRICS SOCIETY FALLS SPECIAL INTEREST GROUP","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fall prevention; Geriatrics; Medicine; Falls in older adults; Psychological intervention; Gerontology; Physical therapy; Poison control; Injury prevention; Nursing; Medical emergency; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007057754,0.001276229,0.0007317679,0.005372841,0.00732587,0.004588187,0.003325802,0.004650706,0.01777858],"category_scores_gemma":[0.006871763,0.0004637177,0.001141594,0.005064792,0.001872644,0.001450698,0.00489613,0.004232896,0.004997111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04132288,"about_ca_system_score_gemma":0.3294088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9272236,"about_ca_topic_score_gemma":0.9660149,"domain_scores_codex":[0.9933697,0.0003794909,0.0002429654,0.0003391571,0.004128159,0.001540488],"domain_scores_gemma":[0.9653076,0.000405026,0.0005416059,0.0003027666,0.01645939,0.01698352],"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":[0.0000219141,0.00007510825,0.003265817,0.0002251137,0.000009990955,0.00007645454,0.0001947314,0.00007617115,0.0001194824,0.00137528,0.9063622,0.0881978],"study_design_scores_gemma":[0.0000429759,0.00003531896,0.02595168,0.000639621,0.00002265913,0.00008154063,0.0007211166,0.0001179705,0.00006102407,0.0004776332,0.9718198,0.00002862651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006198144,0.06403106,0.002411798,0.6514704,0.0448754,0.001666621,0.005987728,0.001014697,0.222344],"genre_scores_gemma":[0.09824862,0.2032242,0.03888478,0.2306459,0.02300266,0.003276964,0.025411,0.0007082387,0.3765976],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07277638,"threshold_uncertainty_score":0.2998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267151418441102,"score_gpt":0.3773377129484962,"score_spread":0.2946661987640852,"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."}}