{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001332673,0.0001065837,0.000203103,0.00002983739,0.00004140662,0.00002333853,0.00002832873,0.00004008627,0.00001046552],"category_scores_gemma":[0.00001180748,0.00005870288,0.00004011908,0.00008760994,0.00006068895,0.00003814039,0.000005144959,0.00008263336,0.000006556465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045668,"about_ca_system_score_gemma":0.00005161639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107899,"about_ca_topic_score_gemma":0.00000512893,"domain_scores_codex":[0.9992499,0.00003183936,0.0001877419,0.000173757,0.0001817404,0.0001749948],"domain_scores_gemma":[0.9993106,0.0002237354,0.0001332509,0.0001970391,0.00007150319,0.00006386049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002249679,0.0002691071,0.9677389,0.00009149418,0.0005535212,0.00001231271,0.0008051849,0.000005472348,0.0132165,0.0001881684,0.0006061652,0.01426355],"study_design_scores_gemma":[0.007497735,0.001886339,0.9531289,0.000152129,0.0002156244,0.00005489724,0.0001865842,0.000151492,0.03374584,0.0001016937,0.002724728,0.0001539933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936684,0.002042819,0.00002336655,0.002972381,0.00004955579,0.001120387,0.00007221856,0.00001391065,0.00003698262],"genre_scores_gemma":[0.9973793,0.001362268,0.0001852567,0.0005633559,0.00001387783,0.000290987,0.00002829637,0.00001420125,0.0001624271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052934,"threshold_uncertainty_score":0.2393834,"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."}}