{"id":"W1991615378","doi":"10.1007/s00192-003-1039-2","title":"Utilization of preoperative urodynamic investigations by gynecologists who frequently operate for female urinary incontinence","year":2003,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Urodynamic testing; Urodynamic studies; Cystometry; Urinary incontinence; Stress incontinence; Urology; Gynecology; Urinary bladder","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":[0.0004570475,0.0001874749,0.0002679205,0.00100474,0.0006336992,0.0005380997,0.0002159344,0.0007126253,0.003270222],"category_scores_gemma":[0.01150078,0.0002472769,0.0003037621,0.0006193022,0.0002246354,0.0004927076,0.0003232519,0.0006417292,0.0003236904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195062,"about_ca_system_score_gemma":0.0009449495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807135,"about_ca_topic_score_gemma":0.01075977,"domain_scores_codex":[0.9993041,0.0002178081,0.0001179857,0.00004866513,0.0001451702,0.000166306],"domain_scores_gemma":[0.9900974,0.004761136,0.002572781,0.0002602977,0.0008936176,0.001414833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403835,0.000103465,0.9855698,0.0000513327,0.00003698558,0.001187361,0.0003514265,0.0000585185,0.0005805363,0.00001801007,0.0006270409,0.0112752],"study_design_scores_gemma":[0.00001498071,0.0005101304,0.9845036,0.0001613058,0.0001161316,0.008732284,0.003027082,0.0004266414,0.0005183705,0.00004673326,0.001927487,0.0000152725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946483,0.001708537,0.0001586299,0.0007757124,0.00007169751,0.00001755129,0.0001586124,0.00001600423,0.002444794],"genre_scores_gemma":[0.997931,0.0009036725,0.0003665454,0.0003559778,0.00006689651,0.00001162239,0.0001330427,0.000007289006,0.0002238353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003807135,"threshold_uncertainty_score":0.01093996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887350070267667,"score_gpt":0.318920588249834,"score_spread":0.2900470875471573,"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."}}