{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007173219,0.0004893367,0.003809251,0.0006219968,0.00006958993,0.00001059303,0.0001480686,0.0007983179,0.0002232129],"category_scores_gemma":[0.003727027,0.0003925781,0.001597614,0.0004350573,0.0001172983,0.00006320918,0.00009071242,0.0006226243,0.0000445441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550196,"about_ca_system_score_gemma":0.004930484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004879636,"about_ca_topic_score_gemma":0.00002386546,"domain_scores_codex":[0.9970176,0.0003983394,0.001128148,0.000778133,0.0001544274,0.0005233272],"domain_scores_gemma":[0.9840103,0.01452465,0.000589569,0.0004443104,0.0002899889,0.0001412329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006117482,0.0004374868,0.0004628609,0.1092151,0.0001784196,0.000007104775,0.00002122404,6.351358e-7,2.195298e-7,0.00001296418,0.02713023,0.8624726],"study_design_scores_gemma":[0.0003747311,0.0001810664,0.00016401,0.02630262,0.001862007,0.00001473667,0.000005531613,0.00001413114,0.000001183813,0.00005238439,0.9707292,0.0002983787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006432388,0.9790849,0.0005531632,0.0001729388,0.01547762,0.00391275,0.0002416709,0.0001237082,0.0003689417],"genre_scores_gemma":[0.000005224509,0.9871913,0.0006641205,0.00009230581,0.0009342833,0.008982481,0.0008506844,0.00004957598,0.00123004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.943599,"threshold_uncertainty_score":0.9998526,"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."}}