{"id":"W2907499776","doi":"10.1002/9781119245193.ch144","title":"Laser in Benign Prostatic Hyperplasia Treatment","year":2018,"lang":"en","type":"other","venue":"","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Laser; Hyperplasia; Laser treatment; Laser therapy; Medicine; Computer science; Medical physics; Optics; Pathology; Physics","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":[0.0004937348,0.0003146005,0.0004739792,0.00126409,0.0006837776,0.0009462837,0.0004684812,0.001069078,0.01384064],"category_scores_gemma":[0.000877853,0.0001385239,0.0004288022,0.001012843,0.0006161049,0.0006777217,0.0006747118,0.001496427,0.004894016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253783,"about_ca_system_score_gemma":0.0009844487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008765708,"about_ca_topic_score_gemma":0.001992334,"domain_scores_codex":[0.9995596,0.00008723384,0.00004084718,0.00005893976,0.000205089,0.00004830457],"domain_scores_gemma":[0.9997311,0.00009566849,0.00005012496,0.00001846148,0.00006402966,0.00004060861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00019127,0.0001697869,0.002250012,0.003942399,0.00005339445,0.002794476,0.0002372753,0.0003114857,0.006624272,0.01529504,0.04702155,0.9211089],"study_design_scores_gemma":[0.00004434916,0.0003889096,0.007177883,0.002413429,0.00009469494,0.03353007,0.0002619768,0.0002101771,0.003998809,0.007899867,0.9439435,0.00003640225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007196984,0.8877291,0.003342536,0.005669244,0.002847129,0.00005665093,0.0001642424,0.0001562384,0.09283784],"genre_scores_gemma":[0.08783709,0.8363546,0.006833502,0.007012019,0.005898861,0.0001067121,0.0004239369,0.0001133158,0.05541998],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01384064,"threshold_uncertainty_score":0.04630154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960688746857034,"score_gpt":0.3392397155569819,"score_spread":0.3096328280884116,"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."}}