{"id":"W2938523005","doi":"10.1089/jpm.2018.0441","title":"How Do Blood Cancer Doctors Discuss Prognosis? Findings from a National Survey of Hematologic Oncologists","year":2019,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Hematologic Neoplasms; Blood cancer; Family medicine; Hematologic malignancy; Cancer; Intensive care medicine; Internal medicine","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":[0.002815128,0.00009326058,0.000183122,0.0007993733,0.0004700605,0.000620488,0.00047167,0.0005962532,0.001361908],"category_scores_gemma":[0.01684463,0.0002365457,0.0002822089,0.001497852,0.0003223695,0.0006394233,0.00086287,0.0007680448,0.0002294896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846876,"about_ca_system_score_gemma":0.001003525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01366165,"about_ca_topic_score_gemma":0.0189345,"domain_scores_codex":[0.997445,0.001200627,0.0004128876,0.000242431,0.0004574675,0.0002417361],"domain_scores_gemma":[0.9755253,0.007782565,0.01299056,0.000574975,0.001442053,0.001684633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002580671,0.00002880248,0.9965219,0.00003773359,0.00001969777,0.00002533693,0.0009537012,0.00001569531,0.00004162702,0.00001219274,0.0005703979,0.001747141],"study_design_scores_gemma":[0.000004933146,0.00003741021,0.996497,0.00004887822,0.000009998394,0.0000599501,0.002737796,0.00008609457,0.00002526909,0.000009972206,0.000479241,0.000003605689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973482,0.0003437611,0.00006258565,0.0007915942,0.000009194737,0.00001624357,0.0006336537,0.00000363381,0.0007911545],"genre_scores_gemma":[0.9987825,0.0002629323,0.00008507005,0.0003601922,0.0000122593,0.00002502298,0.000386754,0.000001420471,0.00008379662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366165,"threshold_uncertainty_score":0.02716428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976590679431705,"score_gpt":0.4549480331473698,"score_spread":0.2572889652041993,"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."}}