{"id":"W2082817448","doi":"10.5489/cuaj.10148","title":"Recent developments in kidney cancer","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; University Health Network; Queen's University","funders":"","keywords":"Medicine; Nephrectomy; Gynecology; Lymphadenectomy; Kidney cancer; Renal cell carcinoma; General surgery; Cancer; Oncology; Internal medicine; Kidney","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":[0.00250754,0.0004786178,0.0009324427,0.002098504,0.0006745167,0.002065922,0.0008242249,0.001658365,0.006482807],"category_scores_gemma":[0.003982001,0.0001699204,0.0004581543,0.00340466,0.001529033,0.002049683,0.0008983844,0.002692665,0.001453097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281465,"about_ca_system_score_gemma":0.005273602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142209,"about_ca_topic_score_gemma":0.02657016,"domain_scores_codex":[0.99923,0.0001757269,0.0000865868,0.0001059457,0.0003063451,0.00009537018],"domain_scores_gemma":[0.9957196,0.001684393,0.0003188229,0.0001027711,0.001612316,0.0005621538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001761385,0.00006803106,0.001173875,0.008823222,0.00007475841,0.0005965487,0.0002405167,0.0002541065,0.0007806397,0.01422875,0.1018497,0.8717337],"study_design_scores_gemma":[0.00001464968,0.0001007366,0.00233768,0.002097348,0.00005988535,0.001172132,0.0002167999,0.00007843978,0.0001960696,0.003258204,0.9904463,0.00002170107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002946158,0.9832568,0.0001860864,0.01025844,0.002386308,0.000005660469,0.00002332169,0.00001171828,0.003577132],"genre_scores_gemma":[0.00390138,0.9849325,0.0004322768,0.004310332,0.004906756,0.000009745613,0.00004765352,0.000004563746,0.00145472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01142209,"threshold_uncertainty_score":0.02380878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421111693032185,"score_gpt":0.2480731288527305,"score_spread":0.2038620119224087,"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."}}