{"id":"W2205607723","doi":"10.1016/j.jamda.2015.11.002","title":"Impact of Symptoms and Care Practices on Nursing Home Residents at the End of Life: A Rating by Front-line Care Providers","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Waterloo; Athabasca University; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Front line; Nursing homes; Nursing; End-of-life care; Line (geometry); Family medicine; Palliative care","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":[],"consensus_categories":[],"category_scores_codex":[0.002728354,0.0002857611,0.0006435418,0.001256722,0.0007081757,0.0007131943,0.0003991259,0.0005620203,0.00242578],"category_scores_gemma":[0.01277594,0.0001974486,0.001308376,0.000743952,0.0003160404,0.0007842241,0.001285341,0.0007783982,0.0002249243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055422,"about_ca_system_score_gemma":0.0008885391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965679,"about_ca_topic_score_gemma":0.01528755,"domain_scores_codex":[0.9976284,0.0006008211,0.000405832,0.0001364569,0.0009580752,0.0002705531],"domain_scores_gemma":[0.9879034,0.001965283,0.00443018,0.000205386,0.003266685,0.002229078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002033656,0.0001793534,0.9917058,0.0000539976,0.0001440079,0.0001087706,0.0004664834,0.00008303453,0.0001922851,0.000009340885,0.0004019237,0.006451601],"study_design_scores_gemma":[0.000009147872,0.0002042734,0.9983045,0.0000202621,0.00002688845,0.00009427539,0.00103476,0.00009610006,0.00003852944,0.000005361349,0.0001601988,0.000005684324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961795,0.0004450219,0.00007983096,0.0003200421,0.00002654086,0.00007826001,0.0006008681,0.000006713602,0.002263304],"genre_scores_gemma":[0.9979633,0.0003761492,0.0003161491,0.0001174421,0.00003743144,0.00003894938,0.0005820721,0.000002880108,0.0005655941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006965679,"threshold_uncertainty_score":0.01442909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341413358327923,"score_gpt":0.4082426254061439,"score_spread":0.3848284918228647,"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."}}