{"id":"W2139879309","doi":"10.1002/ijc.23782","title":"Validation of quality indicators for radical prostatectomy","year":2008,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Cancer Care Ontario","keywords":"Prostatectomy; Medicine; Prostate cancer; Prostate-specific antigen; Construct validity; Population; Surgical margin; Urology; Surgery; Cancer; Internal medicine; Patient satisfaction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.07058806,0.0005136235,0.0008348019,0.003670773,0.0008351595,0.001630822,0.001277928,0.000506975,0.0009094826],"category_scores_gemma":[0.1722438,0.000293183,0.001388295,0.003956187,0.0008574847,0.001273192,0.001706565,0.001133123,0.0002576549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639352,"about_ca_system_score_gemma":0.005912173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007979332,"about_ca_topic_score_gemma":0.008933795,"domain_scores_codex":[0.9647893,0.01547775,0.005468731,0.001478404,0.01174884,0.001037004],"domain_scores_gemma":[0.832674,0.06796119,0.04245644,0.0114967,0.04155494,0.003856773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004783739,0.0002381548,0.9519433,0.0002170528,0.0002172382,0.00003040652,0.0008321577,0.001883215,0.0003220162,0.0006186994,0.001375471,0.041844],"study_design_scores_gemma":[0.000103817,0.0009825916,0.9838141,0.0002325752,0.00008506766,0.00006052265,0.0004626458,0.008008918,0.001094484,0.0007471639,0.004373868,0.00003418509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946421,0.001001961,0.03265178,0.001060465,0.0002554649,0.004188597,0.006190461,0.0002406577,0.007989711],"genre_scores_gemma":[0.9648908,0.0002396281,0.02707237,0.0001345027,0.00006183856,0.002387702,0.004791333,0.00003472126,0.0003870513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07058806,"threshold_uncertainty_score":0.3733098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023672967240036,"score_gpt":0.398070566455223,"score_spread":0.3578338367828227,"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."}}