{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07329632,0.0009225413,0.004519438,0.002220656,0.0005884105,0.00521132,0.00337867,0.003505305,0.006045829],"category_scores_gemma":[0.1031426,0.0007829425,0.002312251,0.002615471,0.002930079,0.005124621,0.00223081,0.003117675,0.001685003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514043,"about_ca_system_score_gemma":0.008283474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082706,"about_ca_topic_score_gemma":0.00173295,"domain_scores_codex":[0.9543989,0.02493453,0.01116023,0.003136163,0.005924025,0.0004460927],"domain_scores_gemma":[0.8031692,0.1721124,0.01121482,0.004432336,0.0084158,0.0006554072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001813012,0.0003697487,0.001076556,0.4170607,0.002090277,0.0001168877,0.000694575,0.0005914138,0.001989974,0.01347235,0.01007531,0.5506491],"study_design_scores_gemma":[0.0009551644,0.003941517,0.009746677,0.5661751,0.005771731,0.0006465918,0.001633055,0.0005891846,0.002946214,0.0270862,0.3803214,0.0001872383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002103065,0.9842378,0.003316258,0.005026807,0.001552964,0.0006107903,0.0003756263,0.0000325766,0.002744048],"genre_scores_gemma":[0.0357582,0.9281823,0.01464428,0.01266513,0.002893579,0.004245449,0.0007335418,0.00009546485,0.0007820603],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07329632,"threshold_uncertainty_score":0.3876327,"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."}}