{"id":"W3108901901","doi":"10.24908/pocus.v5i2.14431","title":"POCUS for Visualization and Facilitation of Urinary Catheter Placement","year":2020,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urethra; Visualization; Urinary system; Medicine; Urology; Genitourinary system; Prostate; Urinary bladder; Catheter; Computer science; Surgery; Anatomy; Internal medicine; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121624,0.0007667778,0.0006713703,0.001914494,0.0007436547,0.001334664,0.0006596517,0.0008190711,0.010374],"category_scores_gemma":[0.005432948,0.0004367339,0.0004744604,0.000753546,0.000737567,0.001094599,0.001315861,0.001458187,0.0033235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074135,"about_ca_system_score_gemma":0.001444201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572169,"about_ca_topic_score_gemma":0.001959125,"domain_scores_codex":[0.9986987,0.0003375616,0.00007668117,0.0001578503,0.0005628418,0.0001663192],"domain_scores_gemma":[0.9975768,0.001077218,0.000268682,0.0002558449,0.0004730109,0.0003484997],"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":[0.001698484,0.0002855027,0.009191637,0.002152824,0.00009164201,0.008477769,0.000744877,0.0008014837,0.145528,0.004828688,0.04506862,0.7811306],"study_design_scores_gemma":[0.0007057996,0.005038884,0.07705509,0.00396729,0.0003534852,0.1645143,0.0006652675,0.01827199,0.2088978,0.007842943,0.5121487,0.0005383846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1663615,0.1238433,0.5045525,0.01075332,0.009239994,0.001919601,0.001954434,0.0244289,0.1569465],"genre_scores_gemma":[0.5591974,0.02882693,0.3746806,0.005256655,0.00470736,0.001084234,0.0006957873,0.00218092,0.02337021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.010374,"threshold_uncertainty_score":0.03470451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189735442400982,"score_gpt":0.3635716875700282,"score_spread":0.3016743331460184,"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."}}