{"id":"W2942271214","doi":"10.1158/1078-0432.ccr-18-3143","title":"Impact of a Pre-Operative Exercise Intervention on Breast Cancer Proliferation and Gene Expression: Results from the Pre-Operative Health and Body (PreHAB) Study","year":2019,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Society for Women’s Health Research","keywords":"Medicine; Breast cancer; Body mass index; Cancer; Randomized controlled trial; Internal medicine; Oncology; Physical therapy","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":[0.002673152,0.0002124391,0.0006679019,0.00008993041,0.0002052746,0.00008543111,0.0001658027,0.0001361369,0.000332344],"category_scores_gemma":[0.0003267602,0.0001235845,0.0001491107,0.0002885156,0.0002945459,0.000167084,0.0002230633,0.0009404723,0.0000051889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044756,"about_ca_system_score_gemma":0.001016509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03504024,"about_ca_topic_score_gemma":0.006891065,"domain_scores_codex":[0.9957336,0.001473055,0.0008251067,0.0008001968,0.0008167548,0.0003513045],"domain_scores_gemma":[0.997182,0.0009677976,0.0002141591,0.0006169368,0.0006592746,0.0003598102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05172862,0.001387428,0.8639998,0.0001521157,0.0002831411,0.000005194426,0.03250175,0.00003575133,0.001035875,0.00000623753,0.002749279,0.04611475],"study_design_scores_gemma":[0.007425671,0.009436389,0.9753088,0.002147266,0.00004715432,0.000002525374,0.004226779,0.0003503075,0.0008198824,0.00002151261,0.00008551779,0.0001281942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879255,0.004076466,0.000006454102,0.002781756,0.0002627235,0.004007984,0.0008538396,0.00001716269,0.00006810283],"genre_scores_gemma":[0.9943125,0.003598124,0.00001162299,0.0001885225,0.0004836169,0.0006169687,0.00006673922,0.00002776802,0.0006941883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113089,"threshold_uncertainty_score":0.9713855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120634346630676,"score_gpt":0.5397543559851399,"score_spread":0.4276909213220723,"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."}}