{"id":"W4309890774","doi":"10.32920/21618180.v1","title":"Heart transplants: Identity disruption, bodily integrity and interconnectedness","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University Health Network","funders":"","keywords":"Identity (music); Psychology of self; Psychological intervention; Transplantation; Heart transplantation; Psychology; Medicine; Social psychology; Surgery; Aesthetics; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004594892,0.0002393442,0.0004798661,0.0002496321,0.0001148757,0.0001020133,0.0001762645,0.000221022,0.01155032],"category_scores_gemma":[0.00004723785,0.0002143355,0.0001257225,0.0001609857,0.0001719292,0.0001403412,0.0002254683,0.002172084,0.00008464621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009764874,"about_ca_system_score_gemma":0.0002318854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218193,"about_ca_topic_score_gemma":0.0004733876,"domain_scores_codex":[0.9981353,0.0001574832,0.0003521871,0.0005499673,0.0005516265,0.0002534833],"domain_scores_gemma":[0.999112,0.00009131034,0.00004612574,0.0003825288,0.0001233893,0.0002446349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004677568,0.003161103,0.8451412,0.03501396,0.002028874,0.002548512,0.02250691,0.00004408019,0.0130988,0.04925274,0.0171035,0.005422713],"study_design_scores_gemma":[0.00491393,0.000669996,0.9559863,0.001393503,0.0008184806,0.0009234842,0.004296661,0.0008609043,0.002827353,0.004789997,0.02145313,0.001066254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793013,0.0004642924,0.004260613,0.006587914,0.0005709679,0.0009657849,0.0004060723,0.0002417341,0.007201277],"genre_scores_gemma":[0.9910535,0.001190665,0.0007124403,0.0005347807,0.000113995,0.00005621431,0.0007258173,0.00003393369,0.005578631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108451,"threshold_uncertainty_score":0.9893532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05935615812783739,"score_gpt":0.3894393816121533,"score_spread":0.3300832234843159,"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."}}