{"id":"W2810618496","doi":"10.1016/j.brachy.2018.04.092","title":"Is Iodine-125 Monotherapy Suitable for the Full Spectrum of Intermediate Risk Prostate Cancer?","year":2018,"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":"Interior Health","funders":"","keywords":"Medicine; Prostate cancer; Cohort; Oncology; Brachytherapy; Iodine; Internal medicine; Prostate brachytherapy; Urology; Prostate; Nuclear medicine; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744485,0.0002375932,0.0004076251,0.00007012756,0.000173664,0.00002789341,0.0001489175,0.00007294787,0.0005749702],"category_scores_gemma":[0.00002515954,0.0001450198,0.0002169432,0.000207325,0.0002323314,0.00008071777,0.00001896484,0.0001287783,0.00002174121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248229,"about_ca_system_score_gemma":0.0001780997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244389,"about_ca_topic_score_gemma":0.0003439599,"domain_scores_codex":[0.9986082,0.00003186099,0.0003840232,0.0003568442,0.0002024766,0.0004166217],"domain_scores_gemma":[0.9986698,0.0002348934,0.0003036878,0.0005120799,0.0001814787,0.00009805467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01221119,0.001023485,0.4203354,0.0002197974,0.002498738,0.00001149184,0.0102087,0.00002118715,0.008684361,0.0004476582,0.04295699,0.501381],"study_design_scores_gemma":[0.02078202,0.01339369,0.2403434,0.0004159384,0.0005397003,0.00002049526,0.0003948042,0.001945988,0.3336559,0.003483137,0.3845248,0.0005000642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722658,0.01444044,0.0007046674,0.00865888,0.0006927697,0.002394601,0.0005881223,0.00006088424,0.0001938317],"genre_scores_gemma":[0.9500031,0.04389583,0.0004296764,0.002384021,0.000838853,0.001008378,0.00002140626,0.00006448919,0.001354198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5008809,"threshold_uncertainty_score":0.6295519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083977963538652,"score_gpt":0.3147087658456177,"score_spread":0.2938689862102312,"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."}}