{"id":"W3119076911","doi":"10.1002/nau.24600","title":"Design and validation of an automated dual‐arm instrumented intravaginal dynamometer","year":2021,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamometer; Medicine; Biomedical engineering; Biomechanics; Simulation; Orthodontics; Anatomy; Computer science; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009121355,0.0001308819,0.0002382964,0.00009871035,0.00004684449,0.00001001615,0.00002676195,0.0001183623,0.00002577196],"category_scores_gemma":[0.00006776581,0.0001262614,0.00001536752,0.0001379833,0.000137016,0.00008815667,0.0000443724,0.0001438486,0.000001682972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000115519,"about_ca_system_score_gemma":0.00006000914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000980227,"about_ca_topic_score_gemma":0.000007137708,"domain_scores_codex":[0.9990742,0.0001822219,0.0001899582,0.000295633,0.00009572296,0.0001623211],"domain_scores_gemma":[0.9995119,0.00006514764,0.00006811122,0.000191261,0.00007188305,0.00009170138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006903649,0.007693229,0.4897796,0.0007325657,0.001681748,0.005812274,0.002405857,0.002346638,0.3819118,0.002014639,0.0002101674,0.0985079],"study_design_scores_gemma":[0.006819159,0.005211387,0.4995813,0.00002297266,0.00057789,0.003631047,0.00007050368,0.4763463,0.006609517,0.0008013165,0.0001057727,0.0002228111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975863,0.00009478673,0.00101211,0.0007971404,0.00009353703,0.0001754618,0.000007783657,0.00009594076,0.0001369373],"genre_scores_gemma":[0.9950294,0.0001380043,0.004074336,0.0005379785,0.000009032882,0.000005481953,0.0001342413,0.00001736131,0.000054198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4739997,"threshold_uncertainty_score":0.514879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129519446519811,"score_gpt":0.2667609250277214,"score_spread":0.2554657305625233,"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."}}