{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001672818,0.00040633,0.0006894036,0.0007101,0.0002735064,0.000153735,0.0002472428,0.0001150292,0.0006151327],"category_scores_gemma":[0.000112713,0.0003187069,0.0001550328,0.000954436,0.00009974094,0.0003775107,0.00007455689,0.0005213654,0.00008040468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012574,"about_ca_system_score_gemma":0.0008694137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006511033,"about_ca_topic_score_gemma":0.00005170456,"domain_scores_codex":[0.9953524,0.0004054307,0.0006904936,0.001113117,0.001179683,0.001258871],"domain_scores_gemma":[0.9973943,0.0005161319,0.00008043278,0.0007446174,0.0008294741,0.0004350668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4749795,0.1794276,0.27301,0.0149521,0.0005147051,0.001312557,0.01508551,0.0002553582,0.01813187,0.0003279207,0.002559838,0.01944302],"study_design_scores_gemma":[0.07396412,0.7269634,0.1075183,0.002104492,0.00001667317,0.0002116926,0.001149937,0.0007276943,0.01082268,0.0007683532,0.07517622,0.0005764266],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1265081,5.203714e-7,0.00006998108,0.0004201222,0.00001091623,0.8718436,0.000103317,0.00008016082,0.0009633093],"genre_scores_gemma":[0.1562594,9.120454e-8,0.0006730157,0.00001637005,0.0002097611,0.83646,0.0000210094,0.00009853212,0.006261811],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5475358,"threshold_uncertainty_score":0.9999265,"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."}}