{"id":"W2969396860","doi":"10.1016/j.brachy.2019.06.007","title":"The association of intraprostatic calcifications and dosimetry parameters with biochemical control after permanent prostate implant","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Université Laval; Hôtel-Dieu de Québec","funders":"Canadian Cancer Society Research Institute; Canada Research Chairs","keywords":"Medicine; Prostate brachytherapy; Proportional hazards model; Brachytherapy; Univariate analysis; Urology; Implant; Prostate cancer; Prostate; Cohort; Hazard ratio; Nuclear medicine; Biochemical recurrence; Dosimetry; Oncology; Radiation therapy; Internal medicine; Multivariate analysis; Surgery; Prostatectomy; Confidence interval; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007217106,0.0002537905,0.0003173638,0.0007627226,0.0002518501,0.0006583984,0.0002941952,0.000445065,0.0009543406],"category_scores_gemma":[0.00595362,0.0002064727,0.0003899472,0.0008929294,0.0004165439,0.0003775611,0.0002560091,0.0007323453,0.0001219493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964722,"about_ca_system_score_gemma":0.0003595134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129797,"about_ca_topic_score_gemma":0.001263184,"domain_scores_codex":[0.9994701,0.0001304513,0.00007345239,0.00007895441,0.0001732012,0.00007392935],"domain_scores_gemma":[0.9942937,0.002160749,0.002326026,0.0004097712,0.0004150509,0.0003945847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00353899,0.0001838884,0.981292,0.00002993636,0.0001597121,0.0002909616,0.0001715258,0.0002483837,0.004691097,0.00005091783,0.00005126157,0.009291425],"study_design_scores_gemma":[0.000006213028,0.0003549162,0.9980839,0.000001911357,0.00006263697,0.000382788,0.0000523036,0.0002509225,0.0006798882,0.00002757394,0.00009074569,0.000006126997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979882,0.0009330418,0.0003152733,0.00003888855,0.0000106789,0.000005239351,0.00006071697,0.00001408712,0.0006339035],"genre_scores_gemma":[0.9997016,0.00005616026,0.00005347424,0.000005920716,0.000008268689,0.000001174963,0.00002908531,0.000002895823,0.0001415018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00129797,"threshold_uncertainty_score":0.003816783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004024166849801061,"score_gpt":0.230521829200772,"score_spread":0.2264976623509709,"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."}}