{"id":"W2728886773","doi":"10.1186/s40814-017-0153-8","title":"Enhancing Knowledge and InterProfessional care for Heart Failure (EKWIP-HF) in long-term care: a pilot study","year":2017,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Waterloo; Conestoga College; Ontario Stroke Network; Research Institute for Aging","funders":"Research Institute for Aging, University of Waterloo","keywords":"Intervention (counseling); Medicine; Nursing; Psychology; Medical emergency; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007790139,0.0002680467,0.000549479,0.0001218337,0.003425838,0.0000515033,0.0001793244,0.00008119235,0.00002729835],"category_scores_gemma":[0.0009602854,0.0002120377,0.00003500754,0.00008656464,0.0002089356,0.0002920884,0.0005193064,0.0004494177,0.0000138776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474604,"about_ca_system_score_gemma":0.0006438221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004816378,"about_ca_topic_score_gemma":0.1941262,"domain_scores_codex":[0.9977769,0.000452889,0.0005957772,0.0006124672,0.000168938,0.0003929879],"domain_scores_gemma":[0.9976528,0.0006230829,0.0002369484,0.0004676165,0.0009008885,0.0001186862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001705362,0.0005590246,0.8963347,0.001524292,0.00004369783,7.857366e-7,0.0973594,3.600291e-8,0.0004195505,0.0001733972,0.00079653,0.001083198],"study_design_scores_gemma":[0.002416935,0.001720528,0.7503814,0.0009852938,0.00002837074,4.28917e-7,0.2437375,0.000002830277,0.0000423941,0.0002904232,0.0002194393,0.000174537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839974,0.006610245,0.00002051128,0.002613442,0.00201121,0.004414564,0.00003980169,0.00004256308,0.0002502748],"genre_scores_gemma":[0.9963623,0.00007969003,0.0002908836,0.0002842578,0.0003547527,0.001461344,0.00002623683,0.00002269324,0.001117824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1936446,"threshold_uncertainty_score":0.9978716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714358944192567,"score_gpt":0.5239853124895191,"score_spread":0.3525494180702624,"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."}}