{"id":"W4412522920","doi":"10.1038/s41598-025-11660-0","title":"Implementing exercise and self-management for women with breast cancer during treatment: results of the NEXT-BRCA randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Breast cancer; Physical therapy; Psychological intervention; Cancer; Intervention (counseling); Institutional repository; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006301909,0.000804604,0.003099054,0.0004503383,0.0003752073,0.0008923239,0.0007946755,0.001688488,0.003206142],"category_scores_gemma":[0.01119523,0.0004468692,0.002487483,0.0004769401,0.000615322,0.000774317,0.0005836883,0.00172296,0.0002428009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435943,"about_ca_system_score_gemma":0.001502178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531238,"about_ca_topic_score_gemma":0.002815202,"domain_scores_codex":[0.9942696,0.004400034,0.0004424719,0.0003093487,0.000346919,0.0002316256],"domain_scores_gemma":[0.9958749,0.00248665,0.0007246647,0.0002849978,0.0002382918,0.0003904615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9344426,0.01586859,0.002252226,0.002393697,0.005655089,0.00004128546,0.0001541811,0.0003534985,0.0008416939,0.000128986,0.0003586299,0.03750955],"study_design_scores_gemma":[0.9175408,0.06940404,0.007107086,0.0002907921,0.004221566,0.00002832731,0.00005756627,0.0004174871,0.0002831247,0.0001132553,0.000518609,0.00001732519],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814721,0.005949571,0.001083777,0.0005315955,0.0004247823,0.008715668,0.0004665781,0.00007096052,0.001284884],"genre_scores_gemma":[0.9758165,0.003788207,0.004543914,0.0007375124,0.0004171187,0.01281297,0.0005368557,0.00001733119,0.001329516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006301909,"threshold_uncertainty_score":0.03332806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008160970347275295,"score_gpt":0.2636888044174643,"score_spread":0.255527834070189,"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."}}