{"id":"W4232336131","doi":"10.5489/cuaj.115","title":"Trying to meet the demands in organ transplantation","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Organ transplantation; Transplantation; Business; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01989557,0.0006191688,0.0009093561,0.001625616,0.01693851,0.01410807,0.002701589,0.0161137,0.01832278],"category_scores_gemma":[0.03566638,0.0004870999,0.0008514573,0.002036967,0.02549103,0.01551235,0.009950676,0.03322086,0.003564085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376111,"about_ca_system_score_gemma":0.05088093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07715848,"about_ca_topic_score_gemma":0.2139733,"domain_scores_codex":[0.9869343,0.0033159,0.0004631878,0.0007181225,0.005201298,0.003367212],"domain_scores_gemma":[0.9645504,0.0086545,0.001722877,0.0008462141,0.006081628,0.01814443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009151989,0.0001571808,0.003883226,0.0003862359,0.00005271674,0.001116831,0.006194253,0.0004883261,0.0006763852,0.1274309,0.766171,0.09335148],"study_design_scores_gemma":[0.00004069293,0.00006092471,0.00576622,0.0008447873,0.00002164857,0.0008723547,0.01548687,0.0003199758,0.0002296262,0.1119575,0.8642806,0.0001187594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002530273,0.007596845,0.0005659023,0.9694726,0.005597592,0.000006536058,0.00002952717,0.00001966637,0.01418111],"genre_scores_gemma":[0.1803013,0.04310088,0.004551063,0.7104056,0.03062482,0.00006340158,0.0001712382,0.0002813839,0.03050037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07715848,"threshold_uncertainty_score":0.1534187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233326041269456,"score_gpt":0.2377683604733621,"score_spread":0.2254351000606676,"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."}}