{"id":"W4294792863","doi":"10.1503/cmaj.146831-l","title":"A balanced perspective on intervention at full dilation","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; Mount Sinai Hospital","funders":"","keywords":"Perspective (graphical); Key (lock); Intervention (counseling); Computer science; Dilation (metric space); Medicine; Data science; Nursing; Artificial intelligence","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":[0.01683728,0.001017499,0.001657147,0.001589861,0.005550428,0.007689194,0.002641753,0.03851585,0.01841152],"category_scores_gemma":[0.0587578,0.000555355,0.001047297,0.001045085,0.009271014,0.01524775,0.005942937,0.04593916,0.004690354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007800968,"about_ca_system_score_gemma":0.009616929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304377,"about_ca_topic_score_gemma":0.007168301,"domain_scores_codex":[0.9791253,0.01057695,0.001946815,0.001921477,0.004475419,0.001954004],"domain_scores_gemma":[0.9516012,0.03115322,0.001914483,0.001046963,0.00567132,0.00861287],"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":[0.0003751895,0.0002460146,0.001328188,0.0016882,0.00008277112,0.005586606,0.002204674,0.0003388086,0.0008818712,0.07507214,0.7756668,0.1365286],"study_design_scores_gemma":[0.0001824821,0.0004353263,0.002356096,0.00889824,0.00005972493,0.008606602,0.003995205,0.0002041299,0.0002132581,0.09707243,0.8778337,0.0001428947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001875894,0.009251582,0.000241902,0.9770772,0.009647792,0.000007003498,0.00001578806,0.000005848663,0.003565281],"genre_scores_gemma":[0.01333037,0.02337024,0.0009431033,0.8624089,0.09755248,0.00006486921,0.00003026317,0.00003136589,0.002268433],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03851585,"threshold_uncertainty_score":0.08904511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008247730392363782,"score_gpt":0.2584235119403025,"score_spread":0.2501757815479387,"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."}}