{"id":"W4294176559","doi":"10.3389/fonc.2022.957135","title":"Exercise as cancer treatment: A clinical oncology framework for exercise oncology research","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Disease; Oncology; Internal medicine; Cancer; Primary tumor; Clinical Oncology; Cancer treatment; Metastasis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0161714,0.001749321,0.001566275,0.005758223,0.002913786,0.009125637,0.004064185,0.005928453,0.006277509],"category_scores_gemma":[0.01377253,0.000619979,0.001936034,0.004193489,0.01771596,0.006091476,0.004856507,0.008521916,0.001229833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01346674,"about_ca_system_score_gemma":0.01917618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009212624,"about_ca_topic_score_gemma":0.007531271,"domain_scores_codex":[0.9873862,0.009289869,0.0006596458,0.001158269,0.001017275,0.0004887342],"domain_scores_gemma":[0.984951,0.0102638,0.00139663,0.0005829241,0.00147969,0.001325994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005983599,0.0002253811,0.002116444,0.001201222,0.00005067504,0.0001513927,0.001560234,0.002527485,0.0001380389,0.9450072,0.006971066,0.03999096],"study_design_scores_gemma":[0.0001121162,0.0004241034,0.003270069,0.003720566,0.00008619817,0.0004424199,0.002978818,0.005510788,0.0002122543,0.8224594,0.1606964,0.00008691367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01104262,0.1653406,0.3726473,0.2676826,0.004600254,0.002901969,0.00081605,0.0002694625,0.1746992],"genre_scores_gemma":[0.427085,0.1635259,0.2928677,0.07779596,0.009186668,0.01176647,0.001027693,0.0002180185,0.01652665],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0161714,"threshold_uncertainty_score":0.09770852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496659976236852,"score_gpt":0.5146981826416626,"score_spread":0.3650321850179774,"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."}}