{"id":"W4381598013","doi":"","title":"How I Do It: Optilume BPH catheter system.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Hyperplasia; Urology; Catheter; Cystoscopy; Balloon catheter; Surgery; Internal medicine; Urinary system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009152898,0.0006762565,0.0004612399,0.001191437,0.001022973,0.002085028,0.0008441343,0.003639678,0.08695006],"category_scores_gemma":[0.009432101,0.0002831819,0.0007390685,0.0004670904,0.0006620504,0.004206592,0.001015441,0.003469525,0.06697644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333495,"about_ca_system_score_gemma":0.001318861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047778,"about_ca_topic_score_gemma":0.002102401,"domain_scores_codex":[0.9993242,0.0001233254,0.00006133169,0.0000852317,0.0003243119,0.0000816655],"domain_scores_gemma":[0.9971018,0.00051477,0.0003652816,0.0001168816,0.0006308521,0.00127038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008209162,0.0001075796,0.001194422,0.0003208566,0.00001110018,0.0007235288,0.0001478365,0.00003106258,0.000399859,0.0006128446,0.7605839,0.235785],"study_design_scores_gemma":[0.00006262193,0.0001949943,0.002219186,0.0006521451,0.00003125459,0.008589242,0.0003307887,0.0001290502,0.0006738228,0.001673603,0.9853778,0.00006555166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009070987,0.07193954,0.02211751,0.4371254,0.1382056,0.0011243,0.003253233,0.01569014,0.3014733],"genre_scores_gemma":[0.04415749,0.06359404,0.04873973,0.367813,0.08205627,0.001169527,0.002535949,0.003549302,0.3863846],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08695006,"threshold_uncertainty_score":0.2908769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050661648680209,"score_gpt":0.2831366840122445,"score_spread":0.2226300675254424,"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."}}