{"id":"W2907047975","doi":"10.1007/s00345-018-2610-2","title":"Furthering the external validity of Aquablation and implications for real-world patients","year":2019,"lang":"en","type":"letter","venue":"World Journal of Urology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Nephrology; External validity; Internal medicine; Intensive care medicine; Social psychology","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":[0.0002915616,0.000162773,0.0005125749,0.000272818,0.00005656996,0.000007841286,0.0001715261,0.0003056766,0.00004887878],"category_scores_gemma":[0.0001244208,0.00009751641,0.0002345946,0.0001528614,0.0001613568,0.00003490767,0.00003920338,0.001490812,0.000002530985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089409,"about_ca_system_score_gemma":0.0000557745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006626172,"about_ca_topic_score_gemma":0.00001565254,"domain_scores_codex":[0.9986642,0.0001640582,0.0006279302,0.000172131,0.0001603775,0.000211329],"domain_scores_gemma":[0.9976597,0.0009542467,0.0008942823,0.000224833,0.0002249561,0.00004194659],"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":[0.00156622,0.0003186535,0.2708086,0.0003822328,0.0006113605,0.00004773087,0.0001636145,0.0001870624,0.00118867,0.0005616224,0.7045662,0.01959807],"study_design_scores_gemma":[0.002134303,0.001562656,0.4358805,0.00006812961,0.0006517532,0.0001149889,0.000002289106,0.00007656682,0.0000129461,0.004655317,0.5547248,0.0001157569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06256609,0.0008805884,0.0007160406,0.9326863,0.0008583554,0.0007375034,0.0000295887,0.00001063275,0.001514898],"genre_scores_gemma":[0.6704062,0.002277916,0.0004326393,0.3229488,0.001534862,0.00001255083,0.00003806446,0.00005333327,0.002295665],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6097376,"threshold_uncertainty_score":0.647692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756242072894601,"score_gpt":0.2951974928081008,"score_spread":0.2576350720791548,"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."}}