{"id":"W2090201799","doi":"10.5489/cuaj.633","title":"LDR brachytherapy: The Montreal program","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Brachytherapy; Medical physics; Environmental science; Medicine; Radiology; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002607816,0.0006029365,0.0002057848,0.001734235,0.002401934,0.001439376,0.001751432,0.0008970261,0.03080273],"category_scores_gemma":[0.002950415,0.0004773785,0.000439945,0.001874818,0.001211397,0.0006430608,0.002360903,0.00134685,0.004050578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02271202,"about_ca_system_score_gemma":0.03963996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7494443,"about_ca_topic_score_gemma":0.8887877,"domain_scores_codex":[0.9987518,0.00022391,0.00003333119,0.0001692772,0.0006332739,0.0001884516],"domain_scores_gemma":[0.9980549,0.0001378097,0.0001424309,0.000122986,0.0006988344,0.0008431328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005181314,0.0002940609,0.01145115,0.0003757005,0.00006424586,0.000385896,0.000303817,0.001108532,0.004576197,0.0200451,0.3952881,0.5655891],"study_design_scores_gemma":[0.0001043373,0.000211865,0.0256085,0.0001492829,0.00003028308,0.0003494362,0.00004344454,0.0003061848,0.001615721,0.0006037964,0.9709319,0.00004517819],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04804744,0.1037688,0.01689514,0.2016408,0.005818674,0.00180772,0.01303064,0.002646412,0.6063444],"genre_scores_gemma":[0.2748771,0.09220354,0.0310507,0.03471344,0.004877867,0.000971725,0.006815089,0.002000337,0.5524902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7494443,"threshold_uncertainty_score":0.5040625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005208550237059335,"score_gpt":0.2333970723464142,"score_spread":0.2281885221093549,"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."}}