{"id":"W3036743802","doi":"10.1097/njh.0000000000000664","title":"The Use of a Palliative Care Screening Tool to Improve Referrals to Palliative Care Services in Community-Based Hospitals","year":2020,"lang":"en","type":"article","venue":"Journal of Hospice and Palliative Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Occupational Cancer Research Centre; Niagara Health System; McMaster University","funders":"","keywords":"Palliative care; Medicine; Family medicine; Intervention (counseling); 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":[0.01451318,0.0004347608,0.0003675992,0.002445943,0.001002916,0.001095211,0.0010647,0.000547675,0.001064557],"category_scores_gemma":[0.03980058,0.0004602238,0.000552761,0.001270226,0.000542108,0.001043439,0.002092718,0.0008931172,0.0001513121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885634,"about_ca_system_score_gemma":0.008597048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007752829,"about_ca_topic_score_gemma":0.01840452,"domain_scores_codex":[0.9864828,0.01015716,0.0007955073,0.0003736217,0.001444214,0.0007466368],"domain_scores_gemma":[0.9762505,0.01157643,0.005185435,0.0007251324,0.002681846,0.003580627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008267369,0.01086616,0.6394088,0.0006056655,0.0001180581,0.0003354242,0.0079508,0.001134243,0.001602922,0.0002792169,0.005105692,0.3317664],"study_design_scores_gemma":[0.0005166418,0.009772834,0.971041,0.0005241428,0.00009825443,0.0003828565,0.005128069,0.00620901,0.00226874,0.0002671242,0.00368025,0.0001110773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899012,0.0001701863,0.002282531,0.001292552,0.00003982863,0.003555941,0.0001567906,0.0001985451,0.0024024],"genre_scores_gemma":[0.9776913,0.0002217775,0.0190119,0.0004727258,0.00002282932,0.002058537,0.0001588154,0.00001213769,0.0003500095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451318,"threshold_uncertainty_score":0.07675397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954775444003031,"score_gpt":0.4248452746895331,"score_spread":0.22936773028923,"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."}}