{"id":"W4311758290","doi":"10.1016/j.euros.2022.11.014","title":"A Systematic Review of Heterogeneity in Outcome Definition and Reporting in Localised Renal Cancer","year":2022,"lang":"en","type":"review","venue":"European Urology Open Science","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Observational study; Systematic review; MEDLINE; Cohort; Randomized controlled trial; Meta-analysis; Renal cell carcinoma; Study heterogeneity; Cohort study; Intensive care medicine; Family medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1761417,0.002458713,0.0153235,0.02377084,0.001926064,0.006016919,0.004224789,0.003792499,0.003029479],"category_scores_gemma":[0.4945379,0.002364786,0.01466843,0.02360323,0.003908176,0.007318572,0.005087029,0.002935555,0.000396908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323939,"about_ca_system_score_gemma":0.02953362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009085775,"about_ca_topic_score_gemma":0.01956821,"domain_scores_codex":[0.6971664,0.1462216,0.1165095,0.01012561,0.02789081,0.002085986],"domain_scores_gemma":[0.4141159,0.4510575,0.09097073,0.01315278,0.02948946,0.001213612],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002613452,0.00001048788,0.001963904,0.9502436,0.01856198,0.000141722,0.0006288649,0.0002063883,0.0001504233,0.0007676427,0.001972611,0.0250911],"study_design_scores_gemma":[0.0003574025,0.0001353684,0.005295205,0.903116,0.0759894,0.000340676,0.0004665364,0.0001988057,0.0002618553,0.001845492,0.01191979,0.00007339661],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003247557,0.9869661,0.002517955,0.002453102,0.0006247949,0.002196782,0.001395753,0.0000392674,0.0005586095],"genre_scores_gemma":[0.1395295,0.8202987,0.01444564,0.006209014,0.0007452159,0.01605473,0.002282503,0.00009933871,0.0003353443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8238583,"threshold_uncertainty_score":0.9315376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2776540968477715,"score_gpt":0.4362258415217534,"score_spread":0.1585717446739819,"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."}}