{"id":"W4295106170","doi":"10.1111/petr.14387","title":"Barriers and misconceptions of ex situ heart perfusion in pediatric donation","year":2022,"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; Formative assessment; Focus group; Qualitative research; Medical education; Health care; Patient safety; Psychology; Pedagogy; Marketing; Business","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":[0.0004464125,0.0001264721,0.0002410939,0.0005357924,0.0001388283,0.000007489023,0.00005143479,0.00005838562,0.0002269988],"category_scores_gemma":[0.00002813627,0.0001308934,0.00007204155,0.0006433614,0.00002569949,0.0001319871,0.00000876751,0.0002230464,0.000002589972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005117054,"about_ca_system_score_gemma":0.0001362701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028707,"about_ca_topic_score_gemma":0.00005068504,"domain_scores_codex":[0.9986035,0.0001772166,0.0004120683,0.0002557043,0.0003805585,0.0001709835],"domain_scores_gemma":[0.9994222,0.0002207782,0.0001030008,0.000102646,0.00004476143,0.0001065962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003249237,0.00006380945,0.9919658,0.0005526365,0.000004196567,0.00002196059,0.003465315,0.0003406116,0.002474375,0.0001902211,0.00004292602,0.000553244],"study_design_scores_gemma":[0.002625206,0.00021733,0.9952322,0.000008488321,0.0004464876,0.0001148637,0.0003647463,0.0001692267,0.0004981344,0.0001055778,0.00008670508,0.0001310285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958598,0.0007788742,0.001770359,0.0005169956,0.0001942332,0.0003918703,0.0000986645,0.00003807857,0.0003511523],"genre_scores_gemma":[0.9861147,0.009362124,0.003914637,0.0001230503,0.0001531724,0.00004419339,0.0002056875,0.00001583133,0.00006657599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009745045,"threshold_uncertainty_score":0.5337679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476751159620296,"score_gpt":0.2859625677987578,"score_spread":0.2711950562025549,"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."}}