{"id":"W4294488764","doi":"10.5770/cgj.25.582","title":"A Qualitative Exploration of Proactive Falls Prevention by Canadian Primary Care Providers","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Primary care; Qualitative research; Nursing; Context (archaeology); Health care; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01335485,0.0007415593,0.0008739933,0.002688354,0.02627132,0.004944226,0.002610468,0.001940443,0.004189879],"category_scores_gemma":[0.01933206,0.0007833492,0.0004629322,0.004173858,0.01102151,0.0017604,0.005049138,0.00253977,0.0002391801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07340225,"about_ca_system_score_gemma":0.1114777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8537833,"about_ca_topic_score_gemma":0.9146118,"domain_scores_codex":[0.9868137,0.007068942,0.0004128099,0.0009350552,0.001890118,0.002879496],"domain_scores_gemma":[0.9746125,0.0146373,0.001230923,0.0004784988,0.005560699,0.003479933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002675792,0.00002772477,0.002421316,0.0002080649,0.000003075622,0.00070652,0.9908345,0.00003521226,0.0002681922,0.000774775,0.001359125,0.003334792],"study_design_scores_gemma":[0.00001076758,0.00002714157,0.00269211,0.0003808803,0.00000599335,0.0001379536,0.9845796,0.0000694287,0.0001029625,0.0001816913,0.0117991,0.00001237044],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538758,0.002290743,0.004624128,0.01142653,0.0002878302,0.001945773,0.001324023,0.00004668073,0.02417859],"genre_scores_gemma":[0.9871581,0.00142149,0.003225225,0.002540563,0.00003778046,0.001000346,0.0002312339,0.0000297721,0.0043555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8537833,"threshold_uncertainty_score":0.5325731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813456945570894,"score_gpt":0.3619092862596663,"score_spread":0.3137747168039574,"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."}}