{"id":"W2284913673","doi":"10.1016/j.hrtlng.2016.01.006","title":"Grief and loss for patients before and after heart transplant","year":2016,"lang":"en","type":"article","venue":"Heart & Lung","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Metropolitan University","funders":"Ryerson University","keywords":"Grief; Disenfranchised grief; Medicine; Qualitative research; Transplantation; Complicated grief; Traumatic grief; Psychotherapist; Psychology; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129242,0.00009959134,0.0002081678,0.0000378477,0.00005233194,0.000009588633,0.00001260924,0.00005754569,0.00003650502],"category_scores_gemma":[0.0000144335,0.00005960708,0.00004838077,0.0000265606,0.00005538646,0.00007653649,0.000004611349,0.00004105599,0.000003411427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012809,"about_ca_system_score_gemma":0.00001441213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008373019,"about_ca_topic_score_gemma":0.00003084715,"domain_scores_codex":[0.9993693,0.00002139288,0.0001425295,0.0001852133,0.00009990588,0.0001817231],"domain_scores_gemma":[0.9996076,0.0001269847,0.00001334375,0.00009216343,0.00003526378,0.0001246178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003942307,0.000027915,0.9950144,0.0002583619,0.00001803404,0.000006981353,0.000452003,5.755742e-9,0.0005259149,0.0001079747,0.00024124,0.002952939],"study_design_scores_gemma":[0.002715252,0.0003104946,0.9847241,0.0002744486,0.00009856583,0.00007463553,0.000008222183,0.000008314173,0.0005414648,0.0002406719,0.01092137,0.0000824516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931887,0.0002191924,0.001866876,0.003994948,0.0001184589,0.0004313171,0.0001148059,0.00002652945,0.00003919296],"genre_scores_gemma":[0.9891561,0.00009952734,0.009178696,0.001059164,0.00009408176,0.00004417052,0.00001406773,0.00001604467,0.0003381566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068013,"threshold_uncertainty_score":0.2430706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039314519323874,"score_gpt":0.2931995649762583,"score_spread":0.2841602504569344,"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."}}