{"id":"W4286009743","doi":"10.3791/64203","title":"Surgical Tips and Tricks for Performing Porcine Pancreas Transplantation","year":2022,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Transplantation; Medicine; Pancreas; Pancreas transplantation; Dissection (medical); Organ transplantation; Pathology; Anatomy; Surgery; Kidney transplantation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003919131,0.001564057,0.000783969,0.002130988,0.00133084,0.002357997,0.0008320093,0.001796877,0.005627812],"category_scores_gemma":[0.004892903,0.0007638293,0.00181042,0.0006015782,0.001565942,0.00323913,0.001506294,0.005233732,0.003762213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991588,"about_ca_system_score_gemma":0.001192991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004541505,"about_ca_topic_score_gemma":0.001076199,"domain_scores_codex":[0.9986736,0.0002404645,0.0002831619,0.0001639111,0.0004834165,0.0001555753],"domain_scores_gemma":[0.9967344,0.001410718,0.0005505261,0.0005768699,0.0002864681,0.0004409792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001473662,0.0006011519,0.01745916,0.005530107,0.0003915773,0.01867055,0.002142659,0.005859319,0.2721366,0.01215832,0.02154133,0.6420356],"study_design_scores_gemma":[0.0004591871,0.007926432,0.0749133,0.004290591,0.0008457695,0.3260768,0.002960721,0.01986781,0.1547275,0.02562812,0.3811716,0.001132175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1008219,0.02289524,0.8361701,0.005911136,0.003742445,0.001670814,0.0006378768,0.005843785,0.02230664],"genre_scores_gemma":[0.1083941,0.01519357,0.8669042,0.002003043,0.001370286,0.0009659473,0.000557002,0.0005058377,0.004105947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005627812,"threshold_uncertainty_score":0.02072656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147526619586655,"score_gpt":0.4331481131853969,"score_spread":0.4016728469895303,"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."}}