{"id":"W4382918398","doi":"10.1002/pon.6180","title":"Depression, happiness, and satisfaction with life in women newly diagnosed with breast cancer: Associations with device‐measured physical activity and sedentary time","year":2023,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services; Athabasca University","funders":"Canadian Institutes of Health Research; Alberta Innovates; Canada Research Chairs; National Institutes of Health; Alberta Cancer Foundation","keywords":"Depression (economics); Logistic regression; Sitting; Medicine; Breast cancer; Physical therapy; Happiness; Quality of life (healthcare); Actigraphy; Life satisfaction; Psychology; Internal medicine; Psychiatry; Cancer; Insomnia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007340631,0.0001586984,0.000289456,0.0004910179,0.000189107,0.0004692703,0.0001914251,0.0002865843,0.001477588],"category_scores_gemma":[0.003153888,0.0001673083,0.0005053313,0.0005916071,0.0001541945,0.0001943829,0.0003893033,0.0003839199,0.000162029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188237,"about_ca_system_score_gemma":0.0001388879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260095,"about_ca_topic_score_gemma":0.003532972,"domain_scores_codex":[0.9996356,0.0001406651,0.00005397737,0.00006029892,0.00006930476,0.00004015955],"domain_scores_gemma":[0.998398,0.0004207107,0.0007899532,0.00006424612,0.000157571,0.0001695238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008179913,0.0000211008,0.9981112,0.00001529811,0.00006417139,0.000007553832,0.00002575569,0.00001802427,0.00005054352,0.000003512393,0.00005908426,0.001541846],"study_design_scores_gemma":[0.000003568942,0.00004333852,0.9996607,0.000005907581,0.00002387943,0.00003044292,0.00004299437,0.000102679,0.00001543341,0.000005779831,0.00006391229,0.000001273254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983115,0.0006481195,0.00008762865,0.00009361209,0.00000870586,0.00001019314,0.0005170204,0.000003152464,0.0003200436],"genre_scores_gemma":[0.9991887,0.0002484239,0.00009949647,0.00002840873,0.000008959021,0.00001464106,0.0003165546,9.093438e-7,0.00009385433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260095,"threshold_uncertainty_score":0.004943073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462571127466478,"score_gpt":0.3032658062501329,"score_spread":0.2886400949754681,"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."}}