{"id":"W4237923483","doi":"10.5489/cuaj.1461","title":"Surgical management of stress urinary incontinence: A rational approach to treatment selection","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary incontinence; Selection (genetic algorithm); Psychological intervention; Stress incontinence; Medicine; Computer science; Management science; Surgery; Engineering; Nursing; Artificial intelligence","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":[0.007925473,0.001391551,0.002563416,0.004540517,0.001619743,0.003787927,0.002235899,0.002291773,0.003457202],"category_scores_gemma":[0.01151322,0.0004707452,0.001333254,0.001349399,0.001946705,0.003503737,0.002219322,0.006188035,0.00169579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552074,"about_ca_system_score_gemma":0.00860844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557379,"about_ca_topic_score_gemma":0.004634456,"domain_scores_codex":[0.9955171,0.002025223,0.0007156499,0.0003212887,0.001232513,0.0001882169],"domain_scores_gemma":[0.9961236,0.001814276,0.0004513619,0.0001006749,0.001052417,0.0004576226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000642265,0.001115394,0.02014246,0.004199839,0.0003150167,0.0028366,0.0009763312,0.006464486,0.00201284,0.03170173,0.09783762,0.8317555],"study_design_scores_gemma":[0.001666629,0.003957927,0.04682449,0.04546827,0.001295781,0.0190433,0.01068372,0.02413419,0.00367275,0.3423531,0.5000969,0.000802994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02175197,0.2617944,0.2176506,0.4416,0.005802962,0.002751533,0.0006516942,0.0009495768,0.04704725],"genre_scores_gemma":[0.1471068,0.3785885,0.4113043,0.03907298,0.01351752,0.002329009,0.001409775,0.0002576859,0.006413575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007925473,"threshold_uncertainty_score":0.04191434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570067014251971,"score_gpt":0.2497474075345971,"score_spread":0.2340467373920774,"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."}}