{"id":"W1594825155","doi":"10.14288/hfjc.v5i1.123","title":"Exercise Training in Oncology: Systematic Review and Clinical Practice Recommendations","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cardiorespiratory fitness; Medicine; Physical therapy; Psychological intervention; Cancer-related fatigue; Quality of life (healthcare); Clinical Practice; MEDLINE; Intervention (counseling); Cancer; Intensive care medicine; Internal medicine; Nursing","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":[0.001934629,0.00007371159,0.0005755367,0.00004892197,0.0003477632,0.00009167838,0.00007059844,0.00006973128,0.0004341523],"category_scores_gemma":[0.00158707,0.00006517935,0.00005237359,0.000722695,0.00002734441,0.0003131743,0.00005104458,0.0002515633,0.00001450362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539419,"about_ca_system_score_gemma":0.0003129696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250115,"about_ca_topic_score_gemma":0.005947123,"domain_scores_codex":[0.998844,0.0003137463,0.0004687553,0.0001411399,0.00007450441,0.0001578309],"domain_scores_gemma":[0.9987736,0.0006459568,0.0001286036,0.0002019909,0.00009456842,0.0001552358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002094603,0.002006286,0.001043741,0.05683364,0.0004688934,0.00002746337,0.01277106,2.420662e-7,0.000001802715,0.0004653848,0.9060066,0.02016539],"study_design_scores_gemma":[0.002489207,0.0005565103,0.0005724151,0.0909147,0.007444409,0.0009682139,0.04484253,0.00002891814,0.000003515443,0.00008941879,0.8517476,0.0003425449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008915563,0.04208532,0.00009925191,0.02421204,0.001350786,0.006053669,0.00002167001,0.00004780883,0.9260403],"genre_scores_gemma":[0.1100007,0.228937,0.02114425,0.05029486,0.001019367,0.01040449,0.0001641422,0.0001537918,0.5778814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3481589,"threshold_uncertainty_score":0.4753663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087267296164524,"score_gpt":0.4547263820624964,"score_spread":0.3459996524460441,"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."}}