{"id":"W7096083838","doi":"","title":"TITLE: Caring for Cognitively Impaired Elderly in Nursing Homes in Ontario: A","year":2004,"lang":"en","type":"article","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Nursing homes; Salary; Nurse education; Absenteeism; Team nursing; Coding (social sciences); Primary 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":[0.000783656,0.0003766747,0.0002698342,0.0005632964,0.0117996,0.001510167,0.001020414,0.00113565,0.001981936],"category_scores_gemma":[0.002192459,0.0002192816,0.0002455799,0.001010984,0.003376293,0.0007884871,0.001821336,0.0007542252,0.0002257411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01919337,"about_ca_system_score_gemma":0.01632201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6698443,"about_ca_topic_score_gemma":0.9233452,"domain_scores_codex":[0.9990329,0.0002558751,0.00004384099,0.00005823545,0.0002342892,0.0003749359],"domain_scores_gemma":[0.9985362,0.0003303383,0.0003191514,0.00004021585,0.0002825212,0.0004916562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008271589,0.0001087513,0.05860201,0.0003555299,0.000008854757,0.03811374,0.8807616,0.000184479,0.001774278,0.001122001,0.004691129,0.01419488],"study_design_scores_gemma":[0.000009895842,0.0001528179,0.05000117,0.0002749615,0.00001875896,0.007849858,0.8984566,0.0001447166,0.0003367761,0.0002044046,0.04252562,0.00002436394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874006,0.0007865421,0.0002514523,0.001521584,0.00004535849,0.00007650382,0.00004100191,0.000008261435,0.0098687],"genre_scores_gemma":[0.9908174,0.001296016,0.0005660238,0.000597818,0.00002372866,0.00006349909,0.00003345984,0.000006551304,0.00659549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3301557,"threshold_uncertainty_score":0.6642001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776391131373209,"score_gpt":0.386840220653189,"score_spread":0.3390763093394569,"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."}}