{"id":"W2055357871","doi":"10.1002/cncr.26307","title":"Outcomes after prostate brachytherapy are even better than predicted","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Medicine; Prostate cancer; Brachytherapy; Nomogram; Androgen deprivation therapy; Prostate brachytherapy; Concordance; Confidence interval; Prostate; Prostate-specific antigen; Radiation therapy; Hormonal therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005501303,0.0004317237,0.0003894171,0.001079926,0.000448738,0.001338499,0.0005705383,0.0006430629,0.001541147],"category_scores_gemma":[0.02278045,0.0001778738,0.0005909061,0.0007547361,0.0009963689,0.001146759,0.0009024552,0.0008068152,0.0003487924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146143,"about_ca_system_score_gemma":0.0004020034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191141,"about_ca_topic_score_gemma":0.001765626,"domain_scores_codex":[0.9969963,0.001191933,0.0002638505,0.0006303018,0.0006291248,0.0002885944],"domain_scores_gemma":[0.9721167,0.008456525,0.01446662,0.001830623,0.001762997,0.001366532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344134,0.00001062089,0.9974992,0.000009773602,0.0000739805,0.00003299642,0.00008579884,0.0002440464,0.00007179113,0.00003435059,0.00007134891,0.001731728],"study_design_scores_gemma":[0.000006278575,0.0002068019,0.9979588,0.00001617704,0.00004957277,0.0002598116,0.0001108768,0.0007698234,0.0001556378,0.0001687963,0.0002882995,0.000009163195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971132,0.0006210829,0.0006951727,0.0001749829,0.00002457749,0.000009748135,0.000294479,0.0000190555,0.001047519],"genre_scores_gemma":[0.9996589,0.00003649178,0.00005842218,0.00001575062,0.00001361823,0.000002184874,0.0001581286,0.000003349004,0.00005312845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005501303,"threshold_uncertainty_score":0.02909398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277191213221658,"score_gpt":0.2818291971847636,"score_spread":0.2541100758625978,"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."}}