{"id":"W4416786590","doi":"10.5770/cgj.28.886","title":"Evaluating a Paramedic-Led Fall-Referral Program in Nova Scotia: a Mixed-Methods Study","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Hospital; Government of Nova Scotia; Technical University of Nova Scotia; Nova Scotia Health Authority; Dalhousie University","funders":"Strong","keywords":"Referral; Nova (rocket); MEDLINE; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00274005,0.000256671,0.00057587,0.001190167,0.000270451,0.0000819472,0.0002264992,0.0001541831,0.0001536849],"category_scores_gemma":[0.002414634,0.0002277896,0.0001715673,0.001799559,0.00006768733,0.00009069951,0.00006326319,0.001056962,0.00001441385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441756,"about_ca_system_score_gemma":0.002938134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02776848,"about_ca_topic_score_gemma":0.3319243,"domain_scores_codex":[0.9973259,0.000407523,0.000776683,0.0003401193,0.0003815064,0.0007682482],"domain_scores_gemma":[0.9983513,0.0001418075,0.0001511203,0.0002729468,0.0004696291,0.0006132261],"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":[0.0001230278,0.0005521427,0.4126774,0.000126679,0.0006164145,0.001449816,0.003031964,0.00006211993,0.0000976003,0.0001017796,0.04801175,0.5331492],"study_design_scores_gemma":[0.01494457,0.004631823,0.8857045,0.0009897555,0.001916707,0.0007750905,0.03752572,0.002685771,0.00007238067,0.001501257,0.0481271,0.001125362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783141,0.005583591,0.0002485909,0.003064009,0.004331802,0.001315405,0.000007910688,0.00004028769,0.00709432],"genre_scores_gemma":[0.9777634,0.0002521229,0.01974647,0.000965543,0.00067629,0.00005047428,0.000008584689,0.00002931634,0.0005078482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5320239,"threshold_uncertainty_score":0.9787057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250028425184516,"score_gpt":0.4356884988164613,"score_spread":0.3831882145646161,"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."}}