{"id":"W4413341260","doi":"10.1093/jncimonographs/lgaf007","title":"Exercise oncology comes of age","year":2025,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Cancer Institute","keywords":"Enthusiasm; Nexus (standard); Oncology; Internal medicine; Medicine; Psychology; Engineering","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":[0.00009598496,0.00008000265,0.0003262028,0.0002447372,0.00002317031,0.000003767917,0.00007360314,0.00009404281,0.00009055587],"category_scores_gemma":[0.00001486164,0.00007001729,0.000169807,0.0005042725,0.00009889178,0.00001956775,0.00003323692,0.0001088184,0.000005744791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003121485,"about_ca_system_score_gemma":0.0001007874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004081845,"about_ca_topic_score_gemma":0.0005394715,"domain_scores_codex":[0.9994245,0.00001891722,0.0001859778,0.0001318588,0.0001036833,0.0001351228],"domain_scores_gemma":[0.9995196,0.00004623943,0.00004408523,0.0002650379,0.00006747775,0.00005752772],"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":[0.001589151,0.0008711686,0.3380977,0.001256596,0.000445978,0.0002694205,0.006231187,0.000002862617,0.007132086,0.00651599,0.09720312,0.5403847],"study_design_scores_gemma":[0.003690531,0.0007695162,0.2312108,0.0009432247,0.0006463429,0.00001124602,0.004432842,0.00002864507,0.03110246,0.003190429,0.7237033,0.0002706858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886398,0.00494796,0.0001094189,0.00112419,0.0009813817,0.0003380649,0.00001543388,0.00008321628,0.1060023],"genre_scores_gemma":[0.9961523,0.0006114428,0.0001851242,0.0006297973,0.00002668782,0.00003065499,0.00001660052,0.000006791409,0.002340635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6265002,"threshold_uncertainty_score":0.2855222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660942559622249,"score_gpt":0.318447505943989,"score_spread":0.3018380803477665,"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."}}