{"id":"W4410245431","doi":"10.1186/s12885-025-13904-8","title":"A randomized controlled trial adding behavioral counseling to supervised physical activity in people living with and beyond cancer (BOOST-UP-): a study protocol for a live remotely-delivered behavior change intervention","year":2025,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Canada Research Chairs; Princess Margaret Cancer Centre; University of British Columbia; University of Calgary; University of Victoria; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Psychological intervention; Medicine; Intervention (counseling); Physical therapy; Behavior change; Clinical psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000788789,0.000353484,0.001861429,0.0002845794,0.0001207422,0.00008158483,0.00009690087,0.0001046187,0.0001046178],"category_scores_gemma":[0.0001691234,0.0002735789,0.0004065507,0.0004146844,0.00005382713,0.0001790154,0.00007692246,0.0002519874,5.293398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587284,"about_ca_system_score_gemma":0.0004931766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03046803,"about_ca_topic_score_gemma":0.2531724,"domain_scores_codex":[0.9977448,0.0003768149,0.0004739859,0.0006388701,0.000375147,0.0003904015],"domain_scores_gemma":[0.9985119,0.0005551317,0.0002137776,0.0002498434,0.000332636,0.0001367806],"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":[0.9277048,0.002242606,0.02322206,0.0004798579,0.0001886905,0.000004393679,0.0263764,0.000005855347,0.0003088037,0.00000394465,0.00002856823,0.01943405],"study_design_scores_gemma":[0.9667262,0.002099254,0.01603744,0.002546098,0.001738689,0.00000142638,0.007734593,0.002642633,0.0001086057,0.000002800726,0.0000536369,0.0003086624],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616077,0.00007063516,0.0002042488,0.0000725432,0.0002985268,0.3376435,0.00004204647,0.00003996173,0.0000207778],"genre_scores_gemma":[0.5056182,0.000005350952,0.00004240507,0.00006771574,0.000211861,0.4937319,0.000003066745,0.00002384343,0.0002957355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2227044,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05911505520335454,"score_gpt":0.4066641391332154,"score_spread":0.3475490839298609,"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."}}