{"id":"W2102573438","doi":"10.1093/jnci/djp068","title":"Physical Activity, Weight Control, and Breast Cancer Risk and Survival: Clinical Trial Rationale and Design Considerations","year":2009,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Clinical endpoint; Body mass index; Hazard ratio; Cancer; Survivorship curve; Observational study; Randomized controlled trial; Physical therapy; Confounding; Clinical trial; Internal medicine; Oncology; Confidence interval","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":[0.0006296612,0.0001276655,0.0003816258,0.00007150886,0.0002367685,0.00005873356,0.00004830758,0.00007178048,0.00002699812],"category_scores_gemma":[0.0003711274,0.00008135639,0.0001151159,0.00009248093,0.0002648465,0.0003451537,0.00001953897,0.0004148305,2.495455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407399,"about_ca_system_score_gemma":0.001018571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513155,"about_ca_topic_score_gemma":0.0002040517,"domain_scores_codex":[0.9987047,0.0001428993,0.0003403497,0.0001615816,0.0005419068,0.0001086113],"domain_scores_gemma":[0.9984618,0.0004301554,0.0004055099,0.00006148664,0.0004882778,0.0001527445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1754322,0.004202186,0.3890061,0.0001503474,0.004294591,0.00009481756,0.00202446,0.007466512,0.01272061,0.02583416,0.09324323,0.2855308],"study_design_scores_gemma":[0.04572847,0.0005354703,0.9368398,0.0001201162,0.0006052782,0.0004021944,0.00001083426,0.002186577,0.0001723171,0.006007444,0.007227505,0.0001639637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731543,0.0009348721,0.0006867587,0.02292283,0.001430574,0.0005022283,0.0002709816,0.000006675078,0.00009079011],"genre_scores_gemma":[0.9926907,0.002445151,0.0002104866,0.00122693,0.00334644,0.00001170145,8.889883e-7,0.000006817304,0.00006089722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478337,"threshold_uncertainty_score":0.3317617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126534563869576,"score_gpt":0.4186988515441467,"score_spread":0.2921642876745707,"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."}}