{"id":"W2810971797","doi":"10.1016/j.brachy.2018.04.021","title":"Phase II Randomized Pilot Comparing HDR and LDR Monotherapy for Intermediate Risk Prostate Cancer: Report of Dose Escalation to Dominant Intraprostatic Lesions","year":2018,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Randomized controlled trial; Prostate; Cancer; Oncology; Nuclear medicine; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007428,0.0002416441,0.0008960528,0.000239672,0.000272693,0.00002822026,0.00007556968,0.00005632471,0.00004680415],"category_scores_gemma":[0.0002081846,0.0001673363,0.000132563,0.0002520094,0.0004061218,0.0001149193,0.00003649701,0.0001367675,0.000002492309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009631943,"about_ca_system_score_gemma":0.0002165052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003579477,"about_ca_topic_score_gemma":0.000122958,"domain_scores_codex":[0.9980894,0.0001159773,0.0007284888,0.00043274,0.0002568745,0.0003765467],"domain_scores_gemma":[0.9984217,0.0003036658,0.0003816176,0.0003256054,0.0003414926,0.0002258892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.551114,0.001853581,0.01086274,0.0002162261,0.0007446627,0.00004752032,0.0096736,0.00001142319,0.08958188,0.00008813248,0.0008033646,0.3350029],"study_design_scores_gemma":[0.8163284,0.02818423,0.01077387,0.0008306962,0.0004448086,0.0000874423,0.0002359116,0.01146223,0.1244711,0.001627208,0.005094105,0.0004600227],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862623,0.001971516,0.004137367,0.00166431,0.0002386902,0.005541828,0.00008452263,0.00004477673,0.00005473248],"genre_scores_gemma":[0.9875506,0.006745621,0.002890116,0.0001943489,0.000265236,0.001299335,0.00008414813,0.00005156333,0.0009190359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345429,"threshold_uncertainty_score":0.6823778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104353501779934,"score_gpt":0.3855998170690291,"score_spread":0.3445562820512298,"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."}}