{"id":"W4318482994","doi":"10.3390/biomedicines11020397","title":"Neuro-Urology: Call for Universal, Resource-Independent Guidance","year":2023,"lang":"en","type":"article","venue":"Biomedicines","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Intensive care medicine; Medicine; Lower urinary tract symptoms; Resource (disambiguation); Evidence-based practice; Modalities; Computer science; Alternative medicine; Pathology; Internal medicine; Biology","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":[0.05408176,0.001445628,0.004222381,0.004161456,0.002885161,0.01247325,0.005956979,0.02304359,0.01874137],"category_scores_gemma":[0.1316621,0.001093796,0.00422797,0.002632922,0.007433888,0.0160027,0.01094401,0.03572974,0.009067514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006428937,"about_ca_system_score_gemma":0.06465504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476954,"about_ca_topic_score_gemma":0.02707339,"domain_scores_codex":[0.95144,0.02453032,0.007845537,0.003101862,0.01018208,0.002900148],"domain_scores_gemma":[0.7727492,0.106643,0.009338181,0.01147801,0.07372108,0.02607056],"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":[0.0000632919,0.00024432,0.001046061,0.002927915,0.0001130168,0.0003951248,0.000683081,0.0006592353,0.0002915187,0.0215094,0.7836316,0.1884354],"study_design_scores_gemma":[0.0001066545,0.00009983694,0.001495145,0.01769738,0.0001531475,0.0007164063,0.001476525,0.0005258968,0.0001919815,0.03784093,0.9395627,0.0001333162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004444594,0.03515464,0.006778299,0.9371617,0.01117888,0.0001554434,0.0003373841,0.0004830929,0.008306146],"genre_scores_gemma":[0.0185658,0.1041469,0.1604959,0.6720462,0.02822288,0.001349789,0.001920674,0.0007395436,0.01251241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05408176,"threshold_uncertainty_score":0.2860152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500713925092272,"score_gpt":0.2936682490082929,"score_spread":0.2686611097573702,"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."}}