{"id":"W4404860861","doi":"10.5489/cuaj.9050","title":"Ambulatory urologic surgery","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ambulatory; Medicine; Surgery","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":[0.0003231018,0.0002203522,0.0002671571,0.00106598,0.002233473,0.0007301526,0.0004324099,0.0004998792,0.1742698],"category_scores_gemma":[0.001476763,0.0001022826,0.0003949386,0.001107044,0.0002765505,0.0003256369,0.0007629225,0.0008755691,0.01929023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236351,"about_ca_system_score_gemma":0.004574122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606701,"about_ca_topic_score_gemma":0.08342026,"domain_scores_codex":[0.9993057,0.00005222215,0.00002952767,0.00006025776,0.0002847565,0.0002675351],"domain_scores_gemma":[0.9980711,0.0000878697,0.000130497,0.00005236222,0.000374918,0.001283243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001564719,0.0008269089,0.04961223,0.0004644323,0.00004035229,0.001544446,0.0002913595,0.00006348343,0.001291703,0.003038608,0.5413161,0.401354],"study_design_scores_gemma":[0.00007818951,0.0003469776,0.252549,0.0005467041,0.00002667537,0.004499908,0.0006837057,0.0001109784,0.0003004402,0.0009989158,0.7398382,0.00002025125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06303117,0.008219887,0.0005455861,0.01315063,0.004037961,0.0002686261,0.004193069,0.0002823607,0.9062707],"genre_scores_gemma":[0.3897878,0.01284361,0.002117388,0.01088035,0.006933203,0.0002051033,0.007972891,0.0001296676,0.56913],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1742698,"threshold_uncertainty_score":0.5829904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546012808066879,"score_gpt":0.2346589202360312,"score_spread":0.2191987921553624,"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."}}