{"id":"W3189896683","doi":"","title":"How I Do It: Temporarily Implanted Nitinol Device (iTind).","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sedation; Cystoscope; Hyperplasia; Surgery; Cystoscopy; Catheter; Quality of life (healthcare); Internal medicine; Nursing","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":[0.000553281,0.0005193051,0.000362578,0.0006474733,0.0008665386,0.001199075,0.0004420859,0.002387903,0.02878313],"category_scores_gemma":[0.004923833,0.0001442194,0.0006366962,0.0003283625,0.0006623729,0.002717052,0.0007113927,0.002137835,0.01951493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146485,"about_ca_system_score_gemma":0.0009656993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008433581,"about_ca_topic_score_gemma":0.002434756,"domain_scores_codex":[0.9996438,0.00008542417,0.00004042732,0.0000443882,0.0001371937,0.00004887165],"domain_scores_gemma":[0.9991075,0.0002272877,0.0001873378,0.00003662068,0.0001371991,0.0003039862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.000152988,0.0001796502,0.002925043,0.0009539861,0.00003262574,0.002285097,0.0004617683,0.0000371502,0.0008317145,0.001216284,0.5656773,0.4252464],"study_design_scores_gemma":[0.00008800237,0.0004268883,0.005891964,0.001964041,0.00009655855,0.03187028,0.001295649,0.0001112319,0.001106417,0.003146953,0.9539141,0.00008784682],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02088879,0.2305828,0.01086153,0.3673712,0.1192273,0.0005863985,0.00173425,0.003217892,0.2455298],"genre_scores_gemma":[0.09930389,0.1691364,0.02195372,0.3978791,0.05470325,0.000557493,0.001470063,0.0007111866,0.2542848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02878313,"threshold_uncertainty_score":0.09628922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0758675565325014,"score_gpt":0.2942694023722498,"score_spread":0.2184018458397484,"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."}}