{"id":"W4206928324","doi":"10.1016/j.metop.2022.100165","title":"Exercise protocols: The gap between preclinical and clinical exercise oncology studies","year":2022,"lang":"en","type":"article","venue":"Metabolism Open","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Oncology; Internal medicine; Clinical trial; Cachexia; MEDLINE; Cancer; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004233703,0.0002096803,0.001371694,0.00005590905,0.0004575257,0.0000720647,0.0007321371,0.0001114518,0.0004847251],"category_scores_gemma":[0.0003615945,0.000136712,0.0002117527,0.0002972478,0.0003664047,0.0001160007,0.00253617,0.0008625614,0.00002679909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006399785,"about_ca_system_score_gemma":0.0003748085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000415549,"about_ca_topic_score_gemma":0.0001959301,"domain_scores_codex":[0.997115,0.0007629639,0.0007846611,0.0005725855,0.0004373312,0.000327478],"domain_scores_gemma":[0.9979514,0.0007136964,0.0002234965,0.0007513882,0.0001369893,0.000222975],"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":[0.004019073,0.000795727,0.081039,0.000190002,0.0006443625,0.00009644521,0.007678774,0.00000154795,0.00001163151,0.000676217,0.05312756,0.8517197],"study_design_scores_gemma":[0.003708274,0.0006231181,0.09828489,0.0001361002,0.001161474,0.00001799085,0.005387199,0.000006085555,0.000049374,0.00103506,0.889398,0.0001923864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6740247,0.08984145,0.00002595501,0.04983729,0.006275891,0.1559317,0.000422363,0.0003328395,0.02330779],"genre_scores_gemma":[0.8158867,0.01155876,0.001219116,0.008259143,0.003330945,0.1408254,0.00009700566,0.0001732306,0.01864965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8515273,"threshold_uncertainty_score":0.5574954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868129906227767,"score_gpt":0.5186629046372906,"score_spread":0.2318499140145139,"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."}}