{"id":"W7018944987","doi":"","title":"Exploring Homecare Needs Among Canadian Older Adults","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Population ageing; Healthy aging; Aging in place; Health care; Population; Key (lock); Older people; Independence (probability theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005454347,0.0004590739,0.0008679351,0.008430363,0.003758668,0.00230095,0.001313986,0.0006629972,0.001550151],"category_scores_gemma":[0.01735432,0.0003452649,0.001663857,0.01690293,0.00081038,0.0009645678,0.001753976,0.0007338718,0.00009879305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04595751,"about_ca_system_score_gemma":0.1459425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896439,"about_ca_topic_score_gemma":0.9954004,"domain_scores_codex":[0.9960274,0.0004300437,0.0008190381,0.0003266467,0.001904232,0.0004926248],"domain_scores_gemma":[0.9886031,0.001836866,0.0019401,0.0001611491,0.006617185,0.0008416012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002791272,0.0001848474,0.6657573,0.03590912,0.001939311,0.0005285207,0.04094713,0.0003700073,0.0004899554,0.002298771,0.01785001,0.2334459],"study_design_scores_gemma":[0.00009274622,0.0001557149,0.8946955,0.02311336,0.002021047,0.000321746,0.03649193,0.0003840277,0.0002753754,0.0004671548,0.04184749,0.0001338979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7724705,0.1633891,0.0007886084,0.008183749,0.0001888441,0.001998616,0.03250394,0.00003501674,0.02044166],"genre_scores_gemma":[0.8999923,0.0856209,0.003313732,0.002220362,0.00004447176,0.001006412,0.006732342,0.00001219278,0.001057177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04595751,"threshold_uncertainty_score":0.3334466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817931394341742,"score_gpt":0.3658183968862372,"score_spread":0.1840252574520629,"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."}}