{"id":"W2042622775","doi":"10.1186/bcr2836","title":"Stress and breast cancer: from epidemiology to molecular biology","year":2011,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital","funders":"","keywords":"Breast cancer; Epidemiology; Surgical oncology; Bioinformatics; Epidemiology of cancer; Medicine; Cancer; Biology; Physiology; Pathology; Oncology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001571758,0.0008234244,0.004004182,0.0009900131,0.0002244123,0.00004178974,0.0007970407,0.0009674362,0.002476161],"category_scores_gemma":[0.0003023056,0.0006443266,0.0005624855,0.0009630216,0.0009551588,0.0000715368,0.0005892057,0.001841736,0.0002069435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311027,"about_ca_system_score_gemma":0.003419979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08104765,"about_ca_topic_score_gemma":0.00115841,"domain_scores_codex":[0.992609,0.002402353,0.001079563,0.001717747,0.0004480373,0.001743341],"domain_scores_gemma":[0.9953634,0.001280365,0.000318349,0.001430165,0.0005983663,0.00100938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001474298,0.0001303541,0.00233888,0.006541579,0.0007450007,0.0001378348,0.0001166753,4.718526e-7,0.00002552819,0.0002422333,0.003715875,0.9845313],"study_design_scores_gemma":[0.0008346268,0.0002348394,0.009094629,0.02570722,0.0007469181,0.001446937,0.0000562183,0.000002540512,0.0000128422,0.0001367912,0.9611184,0.0006080231],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007973665,0.9863293,0.00002246816,0.003385373,0.0004579886,0.002041328,0.006541318,0.00007288467,0.0003520431],"genre_scores_gemma":[0.0002143768,0.9930037,0.0001058566,0.0004699515,0.002408767,0.002250785,0.0003142743,0.0001992256,0.001033025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9839233,"threshold_uncertainty_score":0.9996008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522603062808201,"score_gpt":0.4837635773093151,"score_spread":0.331503271028495,"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."}}