{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972279,0.0004696881,0.0006497763,0.001525572,0.001824675,0.002294127,0.0006912568,0.001116193,0.00322672],"category_scores_gemma":[0.01394373,0.0002136637,0.001418861,0.001568912,0.0008600591,0.002513533,0.002553898,0.003290235,0.000281797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235054,"about_ca_system_score_gemma":0.001976684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462701,"about_ca_topic_score_gemma":0.02332593,"domain_scores_codex":[0.9985297,0.0004448636,0.0001183518,0.0001110681,0.0001792698,0.0006168243],"domain_scores_gemma":[0.9924262,0.001366694,0.002854986,0.000144454,0.0006643579,0.002543281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805079,0.000391833,0.9879148,0.00005060704,0.0001095761,0.00008834639,0.001087804,0.00005632238,0.00001197667,0.0002287987,0.0007803388,0.008899032],"study_design_scores_gemma":[0.00003295091,0.0004692738,0.9884629,0.0001835591,0.00009151738,0.0002176358,0.008755328,0.0002290219,0.00003691861,0.0006143402,0.0008685648,0.00003802985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924664,0.00248517,0.00008245713,0.002094412,0.000132063,0.00002660686,0.0007178563,0.000003024379,0.00199215],"genre_scores_gemma":[0.9979748,0.0008358019,0.00007563911,0.0001917262,0.00006243046,0.00001914593,0.0004712928,0.000002057912,0.0003671825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462701,"threshold_uncertainty_score":0.02908373,"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."}}