{"id":"W4224326647","doi":"10.1007/s10549-022-06576-6","title":"Risk factors for psychological morbidity and the protective role of coping self-efficacy in young women with breast cancer early in diagnosis: a national multicentre cohort study","year":2022,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Family Support in Illness","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Calgary; Alberta Health Services; Women's College Hospital; University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Anxiety; Breast cancer; Depression (economics); Cohort; Internal medicine; Cohort study; Coping (psychology); Population; History of depression; Gynecology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009238754,0.0005128644,0.0006079027,0.0006708768,0.001179991,0.001141952,0.0006274724,0.001169356,0.001060291],"category_scores_gemma":[0.002262888,0.0008432873,0.001128148,0.00113174,0.0004111414,0.0007023629,0.0007184705,0.001596398,0.0002028691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006029325,"about_ca_system_score_gemma":0.0008844083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03536493,"about_ca_topic_score_gemma":0.04231473,"domain_scores_codex":[0.9995344,0.0001546341,0.00003612031,0.00007427666,0.00006107676,0.0001394777],"domain_scores_gemma":[0.998648,0.0002203123,0.0003976271,0.0001291838,0.0001270151,0.0004778445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001908612,0.0002503832,0.9984105,0.000005936784,0.00007378924,0.0001003316,0.0002954169,0.00001806685,0.0001738743,0.000009098239,0.00005063114,0.0004212799],"study_design_scores_gemma":[0.00001271555,0.0001278557,0.9992555,0.000003580112,0.00003332273,0.00006443763,0.0003889358,0.00004890236,0.00001701622,0.000006367534,0.00003727721,0.000004187879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995671,0.0001102767,0.00002166821,0.00003150203,0.000006661958,0.000009994919,0.0001531134,9.886869e-7,0.00009866194],"genre_scores_gemma":[0.999429,0.0001024202,0.00004503254,0.0000261044,0.000006782855,0.00001769893,0.0001524598,0.000001137703,0.000219198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03536493,"threshold_uncertainty_score":0.07031816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586358670831864,"score_gpt":0.3833407363590245,"score_spread":0.3374771496507059,"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."}}