{"id":"W1999021715","doi":"10.1136/injuryprev-2012-040590e.19","title":"Finding balance: using collaboration and evidence to help prevent seniors' falls","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fall prevention; Psychological intervention; Suicide prevention; Injury prevention; Medicine; Occupational safety and health; Emergency department; Falling (accident); Poison control; Human factors and ergonomics; Gerontology; Medical emergency; Family medicine; Nursing; Environmental health","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":[0.06947405,0.0008938318,0.001487252,0.009326277,0.002158461,0.006637197,0.002246386,0.003600054,0.004493702],"category_scores_gemma":[0.1532311,0.0005986328,0.00149439,0.003273353,0.003042074,0.007664518,0.00925825,0.002847722,0.000636681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217482,"about_ca_system_score_gemma":0.02810339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009589767,"about_ca_topic_score_gemma":0.01987136,"domain_scores_codex":[0.9429998,0.03873782,0.006929062,0.001530057,0.008771276,0.001031945],"domain_scores_gemma":[0.8989229,0.07024623,0.0108142,0.003023644,0.01001069,0.006982494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002187339,0.000607257,0.0141668,0.02600286,0.0009893733,0.0002536186,0.007153066,0.0003632822,0.0002295611,0.004999415,0.02417905,0.920837],"study_design_scores_gemma":[0.001940204,0.004064625,0.0651852,0.4625426,0.005530951,0.001865824,0.02686101,0.001819061,0.001528468,0.08404965,0.3442146,0.0003979352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0594341,0.479966,0.0185489,0.3676418,0.006058707,0.002455489,0.0005840034,0.0005626736,0.06474828],"genre_scores_gemma":[0.5613602,0.2986873,0.0971207,0.03365256,0.002650014,0.002716181,0.0004272524,0.00006685735,0.003318867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06947405,"threshold_uncertainty_score":0.3674183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556212885098956,"score_gpt":0.4078098770433358,"score_spread":0.3521885885334402,"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."}}