{"id":"W4407584880","doi":"10.3390/curroncol32020109","title":"Multimodal Prehabilitation for Gynecologic Cancer Surgery","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Medicine; Gynecologic cancer; Cancer surgery; Cancer; General surgery; Bioinformatics; Ovarian cancer; Internal medicine; Physical therapy","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":[0.0006264909,0.0008093443,0.001390472,0.002621705,0.0002877975,0.0007563611,0.0007183162,0.0008920099,0.005663908],"category_scores_gemma":[0.001598536,0.000198794,0.001742143,0.00203374,0.0003240636,0.0007310002,0.0005704228,0.00098324,0.0005811268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152912,"about_ca_system_score_gemma":0.001278961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161055,"about_ca_topic_score_gemma":0.00549801,"domain_scores_codex":[0.999667,0.00009983644,0.00007819172,0.00003942303,0.00009375251,0.00002168495],"domain_scores_gemma":[0.9993796,0.0004430336,0.00009716785,0.00001080079,0.0000539894,0.00001529993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001192162,0.00009182603,0.0001982402,0.1772333,0.0005418881,0.00009697449,0.00008365067,0.0002031084,0.0004391816,0.000881976,0.008398048,0.8117126],"study_design_scores_gemma":[0.0002378449,0.0006006991,0.009378256,0.25192,0.004677407,0.00297246,0.0003419483,0.0003176169,0.0008325728,0.002256993,0.7264057,0.00005860382],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001160375,0.9993678,0.00003936589,0.00006800616,0.00004980479,0.000009946889,0.00001281408,0.000002948638,0.0003333065],"genre_scores_gemma":[0.001143924,0.9984342,0.0001411101,0.00009400168,0.0000358396,0.00001553007,0.00001892346,8.644657e-7,0.0001155707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005663908,"threshold_uncertainty_score":0.01894766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987378703710962,"score_gpt":0.5009793695354828,"score_spread":0.3022414991643866,"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."}}