{"id":"W2073203968","doi":"10.1016/j.brachy.2008.02.487","title":"Which men choose brachytherapy for their low-risk prostate cancer?","year":2008,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Prostate; Prostate brachytherapy; Oncology; Gynecology; Cancer; Medical physics; Internal medicine; Radiation therapy","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":[0.001742484,0.0001478082,0.0005362437,0.0006248802,0.001176245,0.002012837,0.0005913227,0.001584741,0.01445121],"category_scores_gemma":[0.009845239,0.0003310078,0.0005904926,0.001074482,0.001086016,0.002029117,0.0004627531,0.001516296,0.001286323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873129,"about_ca_system_score_gemma":0.001766968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007159818,"about_ca_topic_score_gemma":0.02249166,"domain_scores_codex":[0.9991043,0.0003632215,0.0000622223,0.0001092281,0.0001785834,0.0001825278],"domain_scores_gemma":[0.995955,0.001876645,0.001220584,0.00006488815,0.0002341609,0.0006487551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001644691,0.0003977043,0.7713586,0.0005288106,0.0004771654,0.001090282,0.00255681,0.0002871912,0.0004723411,0.003088635,0.02321028,0.1948875],"study_design_scores_gemma":[0.0004700994,0.0007254337,0.8505923,0.002254825,0.0009511025,0.008074512,0.04081549,0.001261621,0.001066895,0.02271109,0.07090554,0.0001710435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7587473,0.04574243,0.001189126,0.1590777,0.001137522,0.00009992317,0.001474709,0.00002405674,0.03250737],"genre_scores_gemma":[0.9766738,0.00926623,0.0005288495,0.009670411,0.0006537623,0.00001955677,0.0002145278,0.00001508819,0.002957697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01445121,"threshold_uncertainty_score":0.04834408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960637641117863,"score_gpt":0.2870356119429294,"score_spread":0.2674292355317507,"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."}}