{"id":"W3097170436","doi":"10.1182/blood-2020-134825","title":"Intensity of End of Life Care for Hematologic Malignancy Patients in Western Washington, United States and Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Cancer registry; Cancer; Emergency department; Population; Intensive care unit; Chemotherapy regimen; Internal medicine; Comorbidity; Emergency medicine; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004849318,0.0002806072,0.000248826,0.001532837,0.001352643,0.001031725,0.001067659,0.0002446745,0.001702678],"category_scores_gemma":[0.001782943,0.0001952224,0.0003765252,0.004750565,0.0004352226,0.0003057244,0.0007763433,0.0005086942,0.0001489231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01601252,"about_ca_system_score_gemma":0.02130734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841965,"about_ca_topic_score_gemma":0.9925828,"domain_scores_codex":[0.9992992,0.00006278779,0.00006053879,0.00009836862,0.000218918,0.0002602223],"domain_scores_gemma":[0.9984791,0.00008362023,0.0003908375,0.00003138772,0.0005023204,0.000512782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002843288,0.00001373217,0.9960606,0.00001731808,0.00002884994,0.0000590893,0.0001760857,0.00007267775,0.00004383265,0.00006195801,0.001460867,0.001976581],"study_design_scores_gemma":[0.000006583719,0.000007470057,0.9977913,0.00002796905,0.00001709036,0.00005668708,0.001112872,0.0001517171,0.00002262406,0.00001679651,0.0007842866,0.0000046067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837397,0.001116431,0.0001144507,0.0008478468,0.0000282776,0.00006078889,0.009475419,0.00001687004,0.004600334],"genre_scores_gemma":[0.9926606,0.0007403858,0.00022982,0.0002556191,0.00001618493,0.00003852255,0.005061035,0.000005396988,0.0009923533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601252,"threshold_uncertainty_score":0.1161795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196222077527476,"score_gpt":0.2964514825099485,"score_spread":0.2544892617346737,"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."}}