{"id":"W4400491924","doi":"10.52843/cassyni.xd42lr","title":"PCAN Podcast Episode 1: Prof. Elterman minimally invasive for BPH","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006830097,0.0009221366,0.0007147272,0.001270696,0.00069441,0.001926653,0.0008308106,0.00235233,0.3199348],"category_scores_gemma":[0.003932588,0.0002703624,0.000615882,0.0004718773,0.0003224052,0.001542223,0.001428105,0.002967436,0.1055684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008871505,"about_ca_system_score_gemma":0.001079618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009890245,"about_ca_topic_score_gemma":0.002026382,"domain_scores_codex":[0.9994661,0.00008078452,0.00004084569,0.0001052425,0.0002262011,0.00008070813],"domain_scores_gemma":[0.9986984,0.0001824296,0.00009518908,0.00005311568,0.0003640312,0.0006067216],"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":[0.00005609752,0.00004598023,0.0003971764,0.0002905286,0.000008376193,0.0006420358,0.00002549463,0.00007666526,0.0002756208,0.0008066196,0.8785066,0.1188689],"study_design_scores_gemma":[0.0000275468,0.0000653669,0.0008714017,0.0003796487,0.000006957166,0.003232199,0.0000392092,0.0001462636,0.0002084077,0.0005172875,0.9944915,0.00001426478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006146027,0.1082287,0.007403495,0.1177322,0.2329556,0.001100339,0.003976292,0.003931232,0.5185262],"genre_scores_gemma":[0.02668309,0.07545865,0.003820661,0.04201115,0.1058527,0.0003886654,0.002654253,0.001254883,0.7418758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3199348,"threshold_uncertainty_score":0.9700304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871439291595263,"score_gpt":0.3716288033333492,"score_spread":0.3129144104173966,"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."}}