{"id":"W2414212932","doi":"","title":"Short term outcomes of GreenLight vapor incision technique (VIT) of the prostate: comparison of outcomes to standard GreenLight 120W HPS vaporization in prostate volumes greater than 80 cc.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Urology; Prostate; Prostate cancer; Prostatectomy; Vaporization; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028246,0.0003535814,0.001211048,0.0005935505,0.00006608722,0.00002580492,0.0004054444,0.0001650379,0.00004210924],"category_scores_gemma":[0.0002764232,0.0002147912,0.0002228624,0.0008839577,0.0002313548,0.0002646612,0.0003488365,0.0003510883,0.000004537696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594156,"about_ca_system_score_gemma":0.0001412517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006704553,"about_ca_topic_score_gemma":0.000157288,"domain_scores_codex":[0.9960898,0.0002143999,0.001346244,0.0004598153,0.001211671,0.0006780713],"domain_scores_gemma":[0.9978206,0.0001390397,0.0003448831,0.0008380011,0.0006109364,0.0002465868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009100157,0.000807665,0.9519171,0.0004806061,0.0001264051,0.00001167065,0.001860079,0.000005481241,0.001920682,0.00001117811,0.0005078139,0.04144136],"study_design_scores_gemma":[0.002087558,0.000622127,0.8720179,0.0001455265,0.00006573118,0.00000965961,0.0002136317,0.00003484773,0.1242457,0.0001395568,0.0002293416,0.0001884344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870573,0.0001044363,0.0001293836,0.002040413,0.0001264771,0.009731568,0.0001701326,0.00004410473,0.0005962238],"genre_scores_gemma":[0.9948725,0.00004424111,0.0004807852,0.00004613174,0.00001971851,0.002535084,0.00005501429,0.00005384179,0.001892735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122325,"threshold_uncertainty_score":0.8758929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03689033923293808,"score_gpt":0.3147822273184388,"score_spread":0.2778918880855007,"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."}}