{"id":"W3175561464","doi":"10.15586/jkcvhl.v8i2.179","title":"Partial Nephrectomy A Comparison between Different Modalities","year":2021,"lang":"en","type":"article","venue":"Journal of Kidney Cancer and VHL","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"King Abdullah International Medical Research Center","keywords":"Nephrectomy; Medicine; Incidence (geometry); Surgery; Body mass index; Cancer; Institutional review board; Surgical oncology; Kidney; 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":[0.001168907,0.0002657657,0.0007266672,0.001163854,0.0002314707,0.0007250271,0.0003055391,0.0002419296,0.003913085],"category_scores_gemma":[0.004482561,0.0001155676,0.001321462,0.0009380213,0.0003208928,0.0009451367,0.0006567261,0.0004799586,0.0004718843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915445,"about_ca_system_score_gemma":0.0004183689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004555058,"about_ca_topic_score_gemma":0.000834434,"domain_scores_codex":[0.9988143,0.000251178,0.0001961579,0.0001712797,0.0004559912,0.0001111051],"domain_scores_gemma":[0.9969276,0.00154116,0.0007746502,0.0001587709,0.0002710627,0.0003267807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.017023,0.0006370765,0.4107679,0.005522918,0.006232615,0.001415632,0.0004893774,0.001521184,0.00414316,0.001241649,0.00384251,0.5471631],"study_design_scores_gemma":[0.0005333824,0.01136603,0.9400594,0.001367305,0.002753887,0.01602305,0.001312338,0.001443265,0.001583197,0.001403407,0.02207574,0.00007881892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895264,0.08255342,0.003965972,0.0004725894,0.0003106946,0.0001786952,0.001734297,0.00008556726,0.02117235],"genre_scores_gemma":[0.9870576,0.008835509,0.001723252,0.0002270651,0.0002314636,0.00007940205,0.0009340314,0.00002492608,0.0008867325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003913085,"threshold_uncertainty_score":0.01309055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467319428548225,"score_gpt":0.3278571007021318,"score_spread":0.2811251578473092,"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."}}