{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007822679,0.0001235635,0.0005329448,0.00005907976,0.0000421461,0.00003004036,0.00003628803,0.00004882909,0.0002200239],"category_scores_gemma":[0.00008419121,0.00008310784,0.0001477613,0.00006661579,0.00003908918,0.00005861173,0.00002684741,0.0002138855,0.000001606045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342796,"about_ca_system_score_gemma":0.0005787018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005298647,"about_ca_topic_score_gemma":0.000005922715,"domain_scores_codex":[0.9990174,0.00004312701,0.000375646,0.0001100453,0.0002933185,0.0001604686],"domain_scores_gemma":[0.9988467,0.0000505164,0.0001662516,0.0001030436,0.0001621489,0.0006713315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003790207,0.0001903572,0.9549855,0.0001853615,0.0006368252,0.0003311904,0.0007526854,0.000004861236,0.005598797,0.00004927797,0.02203002,0.01485613],"study_design_scores_gemma":[0.007440837,0.001126905,0.6503974,0.0007850827,0.001658716,0.000647617,0.0006373956,0.00009645488,0.1946368,0.0002687398,0.1420772,0.0002268389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853546,0.006877677,0.00009328619,0.006432952,0.0002954335,0.00008304741,0.00002072381,0.000006185508,0.000836087],"genre_scores_gemma":[0.996438,0.0007581442,0.0002334195,0.0007849685,0.001040785,0.000007218412,0.000008736596,0.00001135216,0.0007174196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3045881,"threshold_uncertainty_score":0.338904,"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."}}