{"id":"W2121743907","doi":"10.1016/j.eururo.2012.02.057","title":"Prediction of Functional Outcomes After Nerve-Sparing Radical Prostatectomy: Results of Conditional Survival Analyses","year":2012,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostatectomy; Urology; Prostate cancer; Proportional hazards model; Nerve sparing; Erectile dysfunction; Biochemical recurrence; Erectile function; Confidence interval; Confounding; Sexual function; Surgery; Internal medicine; Cancer","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":[0.0003653823,0.0001230909,0.0003236068,0.0001156588,0.00002494666,0.00000244146,0.00003766056,0.00003953137,0.0001832151],"category_scores_gemma":[0.000141657,0.00009368869,0.0001236145,0.00009797201,0.000187731,0.00007429163,0.00004713553,0.0001147573,0.00003723679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000371897,"about_ca_system_score_gemma":0.00004412227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134153,"about_ca_topic_score_gemma":0.000001639442,"domain_scores_codex":[0.9987392,0.0001913007,0.0004452074,0.0001889846,0.0002201795,0.000215131],"domain_scores_gemma":[0.9992582,0.0001645908,0.0001716054,0.0001888038,0.0001006689,0.0001161301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002076505,0.0006389435,0.9929119,0.00004529379,0.0003887346,0.00004722701,0.0001644608,0.0001178455,0.001828101,0.000380147,0.001035912,0.0003649249],"study_design_scores_gemma":[0.003674311,0.0005523211,0.989462,0.0000162907,0.0002510463,0.00003331445,0.00001448239,0.00002921575,0.001720766,0.00003301294,0.004159539,0.00005372537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928632,0.0006702577,0.0003175696,0.000547007,0.0004056472,0.0002073893,0.0004207396,0.00003315586,0.00453498],"genre_scores_gemma":[0.9986717,0.00003751614,0.0001349429,0.0001917196,0.0002248097,0.0000215433,0.0005532797,0.0000191346,0.0001453309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005808469,"threshold_uncertainty_score":0.3820514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07809875477435343,"score_gpt":0.3072959866242164,"score_spread":0.229197231849863,"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."}}