{"id":"W2724964039","doi":"10.1093/geroni/igx004.2835","title":"IMPROVING THE KNOWLEDGE AND INTERPROFESSIONAL CARE FOR HEART FAILURE IN NURSING HOMES: A PILOT STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo; Conestoga College","funders":"","keywords":"Intervention (counseling); Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01060237,0.0009085264,0.0009942098,0.001155005,0.002279374,0.0009212893,0.00138968,0.001218337,0.002890008],"category_scores_gemma":[0.009351838,0.0006559798,0.0009054077,0.0006259895,0.001388252,0.001250875,0.001613826,0.001694331,0.0005555453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388267,"about_ca_system_score_gemma":0.006525809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350925,"about_ca_topic_score_gemma":0.009453283,"domain_scores_codex":[0.9951067,0.002897978,0.0002789377,0.0002897186,0.0005460259,0.0008806588],"domain_scores_gemma":[0.9891576,0.004672569,0.0007232832,0.001022842,0.001672633,0.002751125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01834625,0.6975957,0.06070466,0.001729826,0.0002310614,0.002020429,0.02968265,0.000923029,0.01207217,0.0003316601,0.001307117,0.1750554],"study_design_scores_gemma":[0.01237315,0.8347304,0.12572,0.0002132786,0.0002904542,0.0003843991,0.01629229,0.0008715501,0.00557051,0.0003075418,0.003157021,0.00008941019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933068,0.00004715856,0.0004627098,0.00009472325,0.00002757266,0.005307691,0.00007006041,0.00002337425,0.0006598603],"genre_scores_gemma":[0.9792301,0.0002689986,0.007054037,0.0003684968,0.00008898458,0.01170593,0.0001818883,0.000009378002,0.001092173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060237,"threshold_uncertainty_score":0.05607134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096331426021246,"score_gpt":0.4232135245165622,"score_spread":0.3822502102563498,"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."}}