{"id":"W4311860782","doi":"10.1111/ctr.14877","title":"The John S. Najarian symposium: The past, present, and future of surgery and transplantation, May 20, 2022, Minneapolis, MN","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Honor; Transplantation; Medicine; General surgery; Coronavirus disease 2019 (COVID-19); Gerontology; Surgery; Internal medicine; Disease","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":[0.001392327,0.001187817,0.0005050501,0.0008584392,0.001422576,0.003142864,0.0005750366,0.002163136,0.02991972],"category_scores_gemma":[0.00197987,0.0003498373,0.0004727323,0.0005566207,0.0007166581,0.001559122,0.001450802,0.004408826,0.01046492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538222,"about_ca_system_score_gemma":0.002110432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110865,"about_ca_topic_score_gemma":0.01734072,"domain_scores_codex":[0.9995086,0.0001037815,0.00003299041,0.00008013037,0.0001674353,0.000107102],"domain_scores_gemma":[0.9988678,0.0001141215,0.00007735585,0.0000200145,0.0002369942,0.0006838329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006318578,0.00001866677,0.0003204197,0.00008926989,0.000005852874,0.00009134451,0.00006096898,0.00002751299,0.0002346609,0.0005907643,0.9726218,0.02587551],"study_design_scores_gemma":[0.00001259306,0.00003007252,0.002583658,0.0003447404,0.000009651262,0.0002894824,0.0001996035,0.00004597287,0.0001054753,0.000506775,0.9958639,0.000008107019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00251904,0.315678,0.0008334456,0.2393517,0.379715,0.000058946,0.0004175787,0.0001144158,0.06131188],"genre_scores_gemma":[0.02424525,0.2633549,0.001689079,0.03447323,0.2393941,0.0001055656,0.0005968316,0.0001728355,0.4359681],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02991972,"threshold_uncertainty_score":0.1000914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144249532299847,"score_gpt":0.3163341630763722,"score_spread":0.2848916677533738,"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."}}