{"id":"W2027580224","doi":"10.1016/j.brachy.2010.07.001","title":"Precedence for prostate brachytherapy","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Prostate brachytherapy; Prostate; Prostate disease; Radiation therapy; Radium; Medical physics; Radiology; Cancer; Internal medicine","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":[0.007399871,0.0006047376,0.0009432763,0.001342501,0.007164631,0.00662545,0.001098374,0.003930896,0.06110511],"category_scores_gemma":[0.03279299,0.0007497501,0.0008473077,0.001102893,0.005006884,0.005606266,0.003749909,0.01109163,0.007522423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004333483,"about_ca_system_score_gemma":0.01516557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173067,"about_ca_topic_score_gemma":0.03454136,"domain_scores_codex":[0.9943217,0.001599916,0.0004405149,0.0008840689,0.001771344,0.0009824961],"domain_scores_gemma":[0.9841964,0.006359256,0.0008851829,0.00112985,0.003184828,0.004244476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003220816,0.00009770982,0.002805566,0.0005469471,0.00003042117,0.001235451,0.002530627,0.0003524667,0.002184565,0.7450463,0.1282018,0.1166461],"study_design_scores_gemma":[0.00006515702,0.0001217216,0.002273168,0.0006135737,0.00003286719,0.003025776,0.001402574,0.0002869237,0.0009226367,0.1774637,0.8137208,0.00007121086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01863204,0.03358952,0.0273962,0.1893844,0.0334461,0.00009464968,0.0004813552,0.0003092486,0.6966663],"genre_scores_gemma":[0.6223527,0.02004367,0.0167759,0.06501498,0.01947981,0.0001202412,0.0003630253,0.001462078,0.2543876],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06110511,"threshold_uncertainty_score":0.204417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518571744026592,"score_gpt":0.3106644771641572,"score_spread":0.2954787597238913,"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."}}