{"id":"W2983033302","doi":"10.1182/blood-2019-129428","title":"Improving End of Life Care for Hematology-Oncology Patients within the Rossy Cancer Network","year":2019,"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":"Jewish General Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Palliative care; Internal medicine; Hematology; Cancer; Advance care planning; Hematologic Neoplasms; Emergency medicine; Intensive care medicine","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":[0.000900792,0.000106336,0.0001468708,0.0005742211,0.0008548109,0.0006835662,0.0007417515,0.0001458961,0.002880421],"category_scores_gemma":[0.004688489,0.00008087604,0.0001427171,0.001380879,0.0003601625,0.0004849605,0.001200625,0.000346798,0.0001674538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229275,"about_ca_system_score_gemma":0.009338026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2841192,"about_ca_topic_score_gemma":0.5388636,"domain_scores_codex":[0.9990405,0.0002329969,0.00009432717,0.0001339344,0.0002683105,0.000229883],"domain_scores_gemma":[0.9953388,0.0003388764,0.00242819,0.0001108906,0.0005034507,0.001279704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004382558,0.00003485925,0.9742076,0.00008545793,0.00001750028,0.0001090718,0.0005962942,0.0001838951,0.0001654362,0.0002965341,0.008999366,0.01526005],"study_design_scores_gemma":[0.00001122929,0.00005670724,0.9875745,0.0001160968,0.0000100276,0.0001605848,0.0009659505,0.0003327299,0.0001191049,0.0000710544,0.01057326,0.000008766524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746918,0.001219256,0.0004477898,0.003938976,0.00004698177,0.0004387026,0.007832013,0.00004507498,0.01133949],"genre_scores_gemma":[0.9883702,0.001131991,0.001935717,0.0009746613,0.00006086395,0.0003515562,0.00555227,0.0000110466,0.001611707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841192,"threshold_uncertainty_score":0.5649309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122285127867121,"score_gpt":0.3604596224393073,"score_spread":0.3192367711606361,"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."}}