{"id":"W4243891946","doi":"10.5489/cuaj.554","title":"Development and validation of a virtual reality transrectal ultrasound guided prostatic biopsy simulator","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Construct validity; Face validity; Virtual reality; Reliability (semiconductor); Biopsy; Computer science; Prostate biopsy; Simulation; Ultrasound; Content validity; Medicine; Prostate cancer; Radiology; Surgery; Artificial intelligence; Psychometrics; Patient satisfaction; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00747013,0.0008714097,0.0003386945,0.0006249091,0.0003056195,0.0008097208,0.001916611,0.0006099365,0.001410402],"category_scores_gemma":[0.01275784,0.0004466618,0.0007409797,0.0001696197,0.0006559732,0.0007080471,0.001606826,0.000493115,0.0003949126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006895564,"about_ca_system_score_gemma":0.00181986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254337,"about_ca_topic_score_gemma":0.001041715,"domain_scores_codex":[0.9956681,0.002272174,0.0003268719,0.0002607661,0.00128561,0.000186513],"domain_scores_gemma":[0.9933375,0.002302399,0.0005137228,0.0009732632,0.002277606,0.0005955544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002431172,0.009678117,0.08997508,0.001256061,0.0005013749,0.0007724586,0.005715638,0.1271309,0.2417267,0.002467883,0.002092468,0.5162522],"study_design_scores_gemma":[0.00207353,0.04942955,0.1409217,0.0005856483,0.0006256702,0.002752948,0.001896383,0.5356163,0.221213,0.001124871,0.04324221,0.0005181328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8041752,0.0001866221,0.1904123,0.0001507288,0.00008012874,0.002741919,0.0001522866,0.000778568,0.001322245],"genre_scores_gemma":[0.710341,0.0002230027,0.2855347,0.00008498724,0.0000271939,0.001392401,0.000820038,0.000101273,0.001475327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00747013,"threshold_uncertainty_score":0.03950632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045045793035388,"score_gpt":0.267545773903989,"score_spread":0.2370953159736351,"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."}}