{"id":"W2973573548","doi":"10.2196/15687","title":"Transperineal Laser Ablation Treatment for Lower Urinary Tract Symptoms Due to Benign Prostatic Obstruction: Protocol for a Prospective In Vivo Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate; Lower urinary tract symptoms; Coagulative necrosis; Bladder outlet obstruction; Urinary retention; Local anesthesia; Urology; Ablation; International Prostate Symptom Score; Surgery; Internal medicine; Cancer","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":[0.009797083,0.002836674,0.003376919,0.001360808,0.00246355,0.001048046,0.002592237,0.002773228,0.0243279],"category_scores_gemma":[0.004448956,0.001421567,0.00228219,0.001276021,0.001790795,0.00094572,0.001245777,0.003753284,0.006592516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442126,"about_ca_system_score_gemma":0.00761661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192574,"about_ca_topic_score_gemma":0.002258927,"domain_scores_codex":[0.9953446,0.002178888,0.0006054753,0.0005815304,0.0007371933,0.000552309],"domain_scores_gemma":[0.9949622,0.0005947559,0.0007870891,0.0008820354,0.001718045,0.001055846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3296861,0.3889684,0.01203747,0.01025011,0.0008580553,0.001372986,0.001258971,0.007114679,0.1489146,0.002840531,0.01620206,0.08049595],"study_design_scores_gemma":[0.1253432,0.7474647,0.0264903,0.001079104,0.0009062716,0.0007578562,0.0007433471,0.001772457,0.02484218,0.001091697,0.06922422,0.0002847145],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.052184,0.0004428627,0.008319066,0.0001785437,0.000239217,0.9341121,0.001946292,0.0001218863,0.002456054],"genre_scores_gemma":[0.02010111,0.0004987994,0.01155273,0.000326379,0.0001182018,0.9644077,0.001374037,0.00001876878,0.001602254],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0243279,"threshold_uncertainty_score":0.08138496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011709542022345,"score_gpt":0.5275465416803395,"score_spread":0.326375587478105,"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."}}