{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575787,0.000190448,0.0004867433,0.0001324967,0.0001023931,0.00002030616,0.00003842001,0.0001204968,0.00004758133],"category_scores_gemma":[0.00001782111,0.0001349015,0.00001678834,0.0005948584,0.0001205287,0.0001613583,0.00002306914,0.0002869624,0.00000628987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379145,"about_ca_system_score_gemma":0.0004428772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01223108,"about_ca_topic_score_gemma":0.07478056,"domain_scores_codex":[0.9987675,0.0001161777,0.000118963,0.0004084174,0.0002681522,0.0003208031],"domain_scores_gemma":[0.9991603,0.0001919919,0.0001269347,0.0001679846,0.00011257,0.0002402062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003862635,0.0002280512,0.9340825,0.000064858,0.000187994,0.00007366973,0.008549899,0.00002741427,0.001753152,0.000001590797,0.0007582684,0.05040995],"study_design_scores_gemma":[0.006290271,0.0006591774,0.9883344,0.0001691051,0.0001189496,0.00008861895,0.003256624,0.0002097495,0.00003993007,0.00001331568,0.0006401,0.0001797738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941224,0.0001306894,0.00002262996,0.004669952,0.00009545403,0.000475208,0.00007857881,0.00009581188,0.0003092949],"genre_scores_gemma":[0.9983693,0.0002380999,0.00003622961,0.0005686681,0.0002137638,0.0004340117,0.00002724039,0.00003190336,0.00008082599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06254949,"threshold_uncertainty_score":0.9943466,"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."}}