{"id":"W2906074521","doi":"10.1016/j.jval.2018.09.179","title":"PCN97 - ASSESSING THE IMPACT OF ACTIVE IDENTIFICATION OF PATIENTS APPROPRIATE FOR PALLIATIVE CARE ON RESOURCE UTILIZATION AND COSTS IN THE FINAL MONTH OF LIFE","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Stroke Network; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Palliative care; Propensity score matching; Intervention (counseling); Emergency medicine; Demographics; Emergency department; Intensive care unit; Cancer; Health care; Intensive care medicine; Internal medicine; Nursing; Demography","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":[0.007950746,0.000832641,0.001281017,0.001507713,0.0006846736,0.002337657,0.002505855,0.000987999,0.01011506],"category_scores_gemma":[0.02142927,0.0005991543,0.003669009,0.002481461,0.0005918231,0.001660142,0.002755372,0.002040247,0.001967681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724453,"about_ca_system_score_gemma":0.00614716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03674505,"about_ca_topic_score_gemma":0.03996701,"domain_scores_codex":[0.9950859,0.002321959,0.0005415672,0.0002602073,0.001195916,0.0005944012],"domain_scores_gemma":[0.9762565,0.009696938,0.005482886,0.001251163,0.003577714,0.00373487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01623691,0.004907271,0.8840923,0.0006741715,0.002257121,0.000136657,0.0004856832,0.0045515,0.0001204232,0.0009166572,0.02694308,0.05867831],"study_design_scores_gemma":[0.001597077,0.005762711,0.9770974,0.000332092,0.0005010331,0.000142173,0.0008705841,0.005579018,0.0004060614,0.0003674723,0.007292044,0.00005229685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259189,0.0003842591,0.001092064,0.001285284,0.0001499138,0.002376714,0.05736034,0.000120253,0.01131217],"genre_scores_gemma":[0.9313698,0.0003834654,0.006170119,0.0005617507,0.00009942035,0.005093106,0.05230502,0.0001374053,0.003879967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03674505,"threshold_uncertainty_score":0.0730623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2962992972765692,"score_gpt":0.4993572707063406,"score_spread":0.2030579734297714,"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."}}