{"id":"W4389178955","doi":"","title":"Robotic-Assisted Partial Nephrectomy for Kidney Cancer: A Health Technology Assessment.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrectomy; Medicine; Kidney cancer; Grading (engineering); Systematic review; General surgery; Robotic surgery; Surgery; Kidney; MEDLINE; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06941706,0.001919036,0.008997581,0.03586432,0.001224746,0.00605863,0.002878148,0.003411016,0.00301928],"category_scores_gemma":[0.198732,0.001789628,0.01653252,0.02471244,0.001771689,0.005300145,0.005004478,0.002749703,0.0003992274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02816624,"about_ca_system_score_gemma":0.04493912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05825998,"about_ca_topic_score_gemma":0.1192811,"domain_scores_codex":[0.9054074,0.0291799,0.03212661,0.00309895,0.02863489,0.001552308],"domain_scores_gemma":[0.8102808,0.08944671,0.05375509,0.002440201,0.0422793,0.00179789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003271049,0.00003687102,0.005357028,0.8726626,0.01705938,0.00007819213,0.0006689669,0.0003297504,0.000233342,0.0007193869,0.003645368,0.09888199],"study_design_scores_gemma":[0.0004439689,0.000425312,0.01676619,0.8966773,0.06677822,0.0002761826,0.0004423137,0.0004357062,0.0001987423,0.0007601528,0.01669545,0.0001005218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002099229,0.9899103,0.0005551182,0.002731625,0.000266828,0.001954735,0.001449193,0.00003222167,0.001000755],"genre_scores_gemma":[0.07682775,0.8959776,0.01151639,0.00514627,0.0004129932,0.00776362,0.001916391,0.00003003823,0.0004090479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06941706,"threshold_uncertainty_score":0.3671169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07151942779084877,"score_gpt":0.3426922724432355,"score_spread":0.2711728446523868,"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."}}