{"id":"W3177342958","doi":"10.26443/mjm.v19i1.313","title":"Approach to: Fall in the elderly population","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Population ageing; Population; Falls in older adults; Fall prevention; Disease; Intensive care medicine; Medical emergency; Injury prevention; Poison control; Psychiatry; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001199714,0.001511085,0.001761973,0.002874002,0.000590139,0.002024762,0.001926401,0.004238103,0.0311091],"category_scores_gemma":[0.00518718,0.0002970981,0.001338216,0.001229398,0.0004958693,0.002303209,0.002934401,0.003618374,0.02365921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541191,"about_ca_system_score_gemma":0.005340781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003730671,"about_ca_topic_score_gemma":0.006680104,"domain_scores_codex":[0.9989933,0.0002215923,0.0001702217,0.0001201799,0.0004144571,0.00008025742],"domain_scores_gemma":[0.9980686,0.0002603211,0.0002283014,0.00003290945,0.001052395,0.0003574766],"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":[0.00006211539,0.00008726239,0.0007754549,0.009974392,0.00007862162,0.0002721474,0.0001608057,0.00007589265,0.0002307286,0.001016104,0.6184262,0.3688402],"study_design_scores_gemma":[0.0001838118,0.0002266565,0.006304649,0.03112084,0.0002021444,0.00212859,0.0005120386,0.00009981541,0.0001617243,0.003951583,0.9550687,0.00003961948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00154093,0.6175231,0.004798286,0.2268868,0.07990032,0.002428534,0.003026899,0.0008646224,0.06303044],"genre_scores_gemma":[0.008638538,0.7544577,0.007738988,0.1165144,0.05716617,0.001541901,0.002185004,0.000111056,0.05164629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0311091,"threshold_uncertainty_score":0.1040703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233480543313903,"score_gpt":0.3867910742997357,"score_spread":0.3244562688665967,"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."}}