{"id":"W2886501463","doi":"10.18192/uojm.v8i1.2430","title":"Transplantation and Surgery: A Discussion on the Current and Future Direction of Renal Transplantation","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Transplantation; General surgery; Specialty; University hospital; Medical school; Surgery; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02491486,0.0009101467,0.001680124,0.002794201,0.01195931,0.01352993,0.003549427,0.03038694,0.01143661],"category_scores_gemma":[0.01941085,0.0007974568,0.002614783,0.002955172,0.01987479,0.03051949,0.008058488,0.04251324,0.001723618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385956,"about_ca_system_score_gemma":0.01955196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007788591,"about_ca_topic_score_gemma":0.01747777,"domain_scores_codex":[0.9874256,0.007128585,0.0008578757,0.0008416967,0.00230513,0.001441145],"domain_scores_gemma":[0.9747659,0.0168754,0.0008244321,0.0002708121,0.002985636,0.00427784],"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":[0.00008983589,0.0001129506,0.001614469,0.001519087,0.00003731,0.003364675,0.008863052,0.0003318914,0.0002927486,0.1245134,0.78337,0.07589073],"study_design_scores_gemma":[0.00002694268,0.00006044519,0.00110704,0.003696872,0.00001433582,0.003403239,0.01666886,0.0001251073,0.00006129397,0.0295824,0.9451843,0.00006923416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003405275,0.06197451,0.000264676,0.9114245,0.02277317,0.000007083833,0.000008132094,0.000006774994,0.003200667],"genre_scores_gemma":[0.01327962,0.1653451,0.0006750736,0.733914,0.08188848,0.00005735044,0.00003404635,0.00003853222,0.004767706],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03038694,"threshold_uncertainty_score":0.1317639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213178548122124,"score_gpt":0.2352083151973877,"score_spread":0.2230765297161665,"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."}}