{"id":"W2989606515","doi":"10.7939/r3-5bcn-a290","title":"Prevalence, Characteristics, and Unmet Needs of Unbefriended Residents in Alberta Long-Term Care Homes","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Long-term care; Term (time); Gerontology; Environmental health; Medicine; Nursing","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":[0.001675591,0.0001873639,0.000283764,0.001841678,0.001929221,0.001238664,0.001164136,0.0004112151,0.001139565],"category_scores_gemma":[0.005141123,0.000251418,0.0002449244,0.002611434,0.0007669529,0.0006559836,0.001421515,0.0005143267,0.00006192081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021368,"about_ca_system_score_gemma":0.01241659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8458395,"about_ca_topic_score_gemma":0.9360251,"domain_scores_codex":[0.9987121,0.0001761681,0.0001228125,0.00011107,0.0006216014,0.0002562575],"domain_scores_gemma":[0.9970164,0.0003994037,0.0009507741,0.00005994064,0.001004976,0.0005684223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007480727,0.00006157088,0.9343085,0.0004508405,0.00004965515,0.0006179498,0.04345256,0.00005986933,0.0002667851,0.0001963238,0.001410951,0.01905027],"study_design_scores_gemma":[0.000004172423,0.00006309633,0.9477159,0.0004397711,0.00002660231,0.0001548498,0.05015226,0.0000733848,0.0000500376,0.00003833941,0.001270345,0.00001122467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965975,0.001662563,0.00003131443,0.0003083799,0.000007030408,0.00002170892,0.0003088232,0.00000257812,0.001060176],"genre_scores_gemma":[0.9968209,0.002159669,0.0001697118,0.0001177852,0.000004193567,0.00002944799,0.0002621341,0.000001190434,0.000434996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1541605,"threshold_uncertainty_score":0.3101367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008901933722558939,"score_gpt":0.2516768469851425,"score_spread":0.2427749132625835,"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."}}