{"id":"W2074151262","doi":"10.1016/j.jamda.2011.04.018","title":"Identifying Research Priorities in Long Term Care Homes","year":2011,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Staffing; Long-term care; Medicine; Thematic analysis; Nursing; Demographics; Quality (philosophy); Control (management); Gerontology; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.190479,0.0008767557,0.002148068,0.01662322,0.00860647,0.01914008,0.003027311,0.006202368,0.005761735],"category_scores_gemma":[0.3124181,0.001257596,0.001374545,0.01207425,0.003091905,0.01129604,0.01103103,0.004181203,0.0005440517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01839044,"about_ca_system_score_gemma":0.1097344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565693,"about_ca_topic_score_gemma":0.04679058,"domain_scores_codex":[0.8299835,0.1309263,0.01684752,0.002786528,0.008170541,0.01128565],"domain_scores_gemma":[0.509814,0.3387775,0.03331048,0.004326074,0.06214658,0.05162529],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003456637,0.002719242,0.4065641,0.03370608,0.001698107,0.002111536,0.04128882,0.001177684,0.00168345,0.03327174,0.0431459,0.4291767],"study_design_scores_gemma":[0.001669663,0.003429405,0.3224306,0.05642103,0.002870391,0.001168228,0.4637331,0.003206822,0.002211367,0.05639337,0.08593604,0.00053006],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4392758,0.1416112,0.006306017,0.356733,0.003913546,0.003781126,0.001656342,0.0001090477,0.04661393],"genre_scores_gemma":[0.9176757,0.03577235,0.01987973,0.02047879,0.001301486,0.002433612,0.0007676505,0.00002720447,0.001663404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809521,"threshold_uncertainty_score":0.9982835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014662992445065,"score_gpt":0.4583679899684254,"score_spread":0.3782213600439748,"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."}}