{"id":"W3136970218","doi":"10.1016/j.healun.2021.01.830","title":"Employment Following Heart Transplantation in Canada","year":2021,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Ted Rogers Centre for Heart Research; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Unemployment; Psychological intervention; Transplantation; Heart transplantation; Telephone survey; Demography; Gerontology; Internal 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":[0.0009047786,0.0003677294,0.0008058705,0.002320785,0.006752178,0.003540309,0.002451921,0.001701099,0.005903122],"category_scores_gemma":[0.004066791,0.0004912239,0.0009470423,0.008256392,0.001336273,0.001033826,0.003099969,0.003417711,0.0004087073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06783693,"about_ca_system_score_gemma":0.1416084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995439,"about_ca_topic_score_gemma":0.9978576,"domain_scores_codex":[0.9961481,0.000235657,0.0001979671,0.0002334782,0.0006790422,0.002505786],"domain_scores_gemma":[0.990737,0.0003189487,0.001354518,0.00008324219,0.002590903,0.00491542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001779099,0.0002847947,0.977044,0.000133432,0.00009011265,0.0005481725,0.003529606,0.0001758724,0.00007926443,0.0009525951,0.007432745,0.009551473],"study_design_scores_gemma":[0.0000361127,0.00006156835,0.9708269,0.0003903893,0.0000569682,0.0001862428,0.0223827,0.0003138194,0.00006280724,0.0001861471,0.005445084,0.00005135587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640253,0.004662057,0.0001169197,0.01213802,0.0003886298,0.000138234,0.007526981,0.00001493173,0.01098882],"genre_scores_gemma":[0.9905611,0.002671676,0.0001015476,0.001390994,0.00008654868,0.00003684339,0.001535997,0.00001106633,0.003604216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06783693,"threshold_uncertainty_score":0.4921937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160214435032519,"score_gpt":0.2985037336918676,"score_spread":0.2824822901886156,"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."}}