{"id":"W3155863197","doi":"","title":"Is it time to offer True Minimally Invasive Treatments (TMIST) for BPH? - A review of office-based therapies and introduction of a new technology category.","year":2021,"lang":"en","type":"review","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cystoscope; Minimally invasive procedures; Invasive surgery; Erectile function; Surgery; Erectile dysfunction","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":[0.001978619,0.0005867441,0.001654829,0.006043691,0.0004421822,0.001771124,0.0009448535,0.00141188,0.004859596],"category_scores_gemma":[0.005659549,0.0003354275,0.001570699,0.005207772,0.0007425036,0.002657944,0.0006309286,0.001238492,0.0007430246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004127,"about_ca_system_score_gemma":0.003196405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727292,"about_ca_topic_score_gemma":0.003994909,"domain_scores_codex":[0.9987189,0.0002537905,0.0003928839,0.000130901,0.0004528893,0.00005064248],"domain_scores_gemma":[0.9945481,0.00382289,0.0007669277,0.00006196762,0.0006846146,0.0001154113],"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":[0.0001285285,0.00006572118,0.0007648737,0.2154313,0.0004071343,0.0002597995,0.0003031752,0.0001449219,0.0004919917,0.002224753,0.02674749,0.7530303],"study_design_scores_gemma":[0.0000757634,0.0003770585,0.006628254,0.2876148,0.002403696,0.004059287,0.0009455233,0.0001807134,0.0003841485,0.002651226,0.6946093,0.00007021632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009936713,0.9989763,0.00003871337,0.0004062357,0.0001583295,0.000005232219,0.00002117209,0.000002421864,0.0002921484],"genre_scores_gemma":[0.0009377266,0.9981735,0.0001559002,0.0004051174,0.000187992,0.00001051782,0.00002697772,0.000001622185,0.0001006832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006043691,"threshold_uncertainty_score":0.01625699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08587775259435956,"score_gpt":0.3543374555451313,"score_spread":0.2684597029507717,"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."}}