{"id":"W4384922921","doi":"10.1111/petr.14571","title":"Family perspectives of ex situ heart perfusion","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Canadian Donation and Transplantation Research Program","keywords":"Medicine; Heart transplantation; Transplantation; Health technology; Qualitative research; Heart transplants; Family medicine; Medical emergency; Intensive care medicine; Surgery; Health care","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":[0.0002879014,0.0001362148,0.0002722592,0.0003867857,0.0000640499,0.000007840075,0.00005324328,0.00009065739,0.00005845125],"category_scores_gemma":[0.00002560602,0.0001205003,0.0001434474,0.0007370854,0.00003311673,0.0001110348,0.000003754977,0.0001236172,0.00009577699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002052858,"about_ca_system_score_gemma":0.00007936847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006458427,"about_ca_topic_score_gemma":0.000008217355,"domain_scores_codex":[0.9988038,0.00007032577,0.0003164496,0.0002480093,0.0003594051,0.0002020114],"domain_scores_gemma":[0.9993508,0.0002507852,0.00006910432,0.0001414112,0.0001023616,0.00008546358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084656,0.0002266927,0.8665587,0.00243571,0.00004564545,0.0001727424,0.02194658,0.0001363409,0.1028706,0.0008766864,0.0007883809,0.002857244],"study_design_scores_gemma":[0.001570173,0.0001695784,0.9905697,0.00003541227,0.0004918682,0.00006067765,0.001046351,0.00008504567,0.00564801,0.00009586338,0.0001028437,0.0001244612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924409,0.0005615122,0.004287168,0.0004796557,0.0002097233,0.0002883855,0.00006125693,0.0002026803,0.001468683],"genre_scores_gemma":[0.9735869,0.01947991,0.006055518,0.00007785426,0.0002852625,0.00001116345,0.000205345,0.00002217608,0.0002759179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.124011,"threshold_uncertainty_score":0.4913858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653120064392307,"score_gpt":0.3208280736532547,"score_spread":0.2942968730093317,"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."}}