{"id":"W2892661408","doi":"10.1097/01.reo.0000000000000137","title":"Changes in Objectively Measured Activity Behavior Among Women Undergoing Breast Cancer Treatment: Longitudinal Cohort Study","year":2018,"lang":"en","type":"article","venue":"Rehabilitation Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Physical activity; sed; Breast cancer; Body mass index; Cohort; Cohort study; Longitudinal study; Physical therapy; Demography; Cancer; Internal medicine","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":[0.0005870954,0.0001902943,0.0005284346,0.0002577526,0.00009787553,0.00001152705,0.0000560401,0.0001464987,0.0003917842],"category_scores_gemma":[0.0001408184,0.0001718988,0.00006476307,0.0004356502,0.0002584314,0.0001205087,0.00002676911,0.0001449172,0.00001246863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004999851,"about_ca_system_score_gemma":0.0005952394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01202934,"about_ca_topic_score_gemma":0.5269766,"domain_scores_codex":[0.9982595,0.000386017,0.0002214696,0.0005215015,0.0002617153,0.0003497752],"domain_scores_gemma":[0.9987082,0.0004425202,0.0001220674,0.000270901,0.000320204,0.0001360727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084584,0.002040824,0.9362258,0.0000344536,0.0001136443,0.00002479143,0.020793,0.000001389535,0.0007363704,0.000006776124,0.00001299274,0.03892533],"study_design_scores_gemma":[0.003120802,0.0100983,0.9754042,0.00004994146,0.000159594,0.00001832143,0.01066783,0.00001262214,0.0001220428,0.00002215546,0.0001808617,0.0001433548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956514,0.00003458242,0.000008025839,0.001028288,0.0005107489,0.001943597,0.00002625307,0.00006423475,0.0007328853],"genre_scores_gemma":[0.9959822,0.00002588979,0.00003411721,0.00005068598,0.0002910608,0.003310122,0.000004911758,0.00002469128,0.0002763547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5149472,"threshold_uncertainty_score":0.9988198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823022184461202,"score_gpt":0.3495013032378084,"score_spread":0.3212710813931964,"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."}}