{"id":"W2442136799","doi":"10.2196/resprot.5433","title":"Hemiablative Focal Low Dose Rate Brachytherapy: A Phase II Trial Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Brachytherapy; Medical physics; Medicine; Dose rate; Computer science; Radiation therapy; Radiology; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007230436,0.003612871,0.004004608,0.0008493331,0.001513313,0.001788943,0.00234499,0.003111258,0.03201616],"category_scores_gemma":[0.004701368,0.001187303,0.001522372,0.001255972,0.00188149,0.001267882,0.001077325,0.003927552,0.007089501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858665,"about_ca_system_score_gemma":0.00850619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092679,"about_ca_topic_score_gemma":0.002761574,"domain_scores_codex":[0.9973962,0.00140726,0.0001475949,0.0003345467,0.00029613,0.0004182284],"domain_scores_gemma":[0.9979795,0.000321095,0.0004511867,0.0002836949,0.00030049,0.0006640834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.885173,0.04471267,0.001836389,0.003890079,0.0007188896,0.0003378752,0.0002682378,0.002570498,0.007401114,0.001501018,0.01395787,0.03763241],"study_design_scores_gemma":[0.8990054,0.07898444,0.002804673,0.0002907152,0.000320426,0.0001110363,0.00006077453,0.001022799,0.0008362857,0.0008683424,0.01564779,0.00004725656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0594481,0.001479531,0.004679448,0.0007818121,0.0005539277,0.9213471,0.005173606,0.0002944429,0.006242052],"genre_scores_gemma":[0.03628078,0.001042813,0.004806835,0.001196402,0.0001856073,0.9491214,0.002177433,0.0000274333,0.005161294],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03201616,"threshold_uncertainty_score":0.1071047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415518712737765,"score_gpt":0.5895916513224049,"score_spread":0.3480397800486283,"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."}}