{"id":"W2612757096","doi":"10.1007/s00520-017-3745-1","title":"Changes in light-, moderate-, and vigorous-intensity physical activity and changes in depressive symptoms in breast cancer survivors: a prospective observational study","year":2017,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Breast cancer; Physical activity; Observational study; Prospective cohort study; Light intensity; Nursing research; Pain medicine; Physical therapy; Intensity (physics); Cancer; Internal medicine; Psychiatry","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":[0.0002055425,0.0003424281,0.0008292485,0.0002682748,0.00009722711,0.00006469815,0.0001255273,0.0001502237,0.00003669591],"category_scores_gemma":[0.0000641912,0.0003153694,0.00003813489,0.0002741959,0.0001853058,0.0003644629,0.000211754,0.0005426103,4.02753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114803,"about_ca_system_score_gemma":0.0003520103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1681022,"about_ca_topic_score_gemma":0.9586829,"domain_scores_codex":[0.9979947,0.0001195119,0.0002137646,0.0008529574,0.000351305,0.0004677538],"domain_scores_gemma":[0.9988502,0.00008075606,0.0002017066,0.0003377621,0.0004035954,0.000125963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002472411,0.0003497689,0.9392689,0.0001769955,0.00005307826,0.0002692059,0.04603599,0.00001156248,0.0005530306,0.000009589179,0.000009062677,0.01079042],"study_design_scores_gemma":[0.003385561,0.000302672,0.9789835,0.0007713318,0.00004414498,0.00000959594,0.0126245,0.0002768241,0.003195823,0.00006721532,0.0000190001,0.0003197862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921314,0.0009934936,5.028384e-7,0.004455833,0.0003104429,0.001590593,0.0003406412,0.00001829933,0.0001587713],"genre_scores_gemma":[0.9971494,0.0006053853,0.000001371826,0.0002368,0.0002677456,0.001632094,0.00001405456,0.00003444137,0.00005867623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7905806,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148693746436243,"score_gpt":0.3463860857499426,"score_spread":0.3048991482855801,"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."}}