{"id":"W3196820491","doi":"10.5770/cgj.24.478","title":"Medication Review in Preventing Older Adults’ Fall-Related Injury: a Systematic Review & Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; Meta-analysis; Scopus; MEDLINE; Fall prevention; Systematic review; Adverse effect; Poison control; Injury prevention; Randomized controlled trial; Falls in older adults; Data extraction; Physical therapy; Emergency medicine; Internal medicine; Psychiatry","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":[0.01922022,0.002510132,0.01529548,0.009268355,0.0008224855,0.003569783,0.00170442,0.002369558,0.003552148],"category_scores_gemma":[0.05762331,0.001331871,0.02144897,0.009445195,0.0007964991,0.002305112,0.001471802,0.00155542,0.0002631432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004837502,"about_ca_system_score_gemma":0.009572361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384019,"about_ca_topic_score_gemma":0.0353433,"domain_scores_codex":[0.985499,0.007066342,0.004107401,0.0007437148,0.00221877,0.0003648358],"domain_scores_gemma":[0.9699934,0.02161633,0.004913985,0.0005550855,0.002560923,0.0003603838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008360368,0.00003663675,0.001515716,0.8050097,0.1659118,0.000090293,0.0001129671,0.0002537869,0.0001396277,0.0001404014,0.001136894,0.02481606],"study_design_scores_gemma":[0.001020314,0.000439943,0.00430502,0.2314806,0.7563253,0.0001698184,0.000101026,0.0002551426,0.0001975019,0.0002789272,0.005385623,0.0000408013],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00113797,0.9975394,0.0002093104,0.000208579,0.0001242603,0.0004463074,0.0001524016,0.00001347496,0.0001683281],"genre_scores_gemma":[0.04023516,0.954881,0.00206445,0.0007390109,0.0002023118,0.001481214,0.000201495,0.000010207,0.0001852436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01922022,"threshold_uncertainty_score":0.1016474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07230902105508565,"score_gpt":0.4053577069158448,"score_spread":0.3330486858607591,"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."}}