{"id":"W3186276439","doi":"10.1016/j.ejca.2021.06.009","title":"Breast cancer diagnosed in the post-weaning period is indicative for a poor outcome","year":2021,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Kom op tegen Kanker; KWF Kankerbestrijding; Fonds Wetenschappelijk Onderzoek; European Commission","keywords":"Medicine; Breastfeeding; Breast cancer; Metastasis; Hazard ratio; Lactation; Obstetrics; Proportional hazards model; Weaning; Internal medicine; Breast feeding; Gynecology; Cancer; Mammary gland; Involution (esoterism); Pregnancy; Oncology; Postpartum period; Pediatrics; Confidence interval; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005857091,0.0001351757,0.0003319673,0.00009809184,0.00006671295,0.00004538574,0.0001765543,0.00002072723,0.0008138476],"category_scores_gemma":[0.0001236033,0.00008465335,0.0002264857,0.0002317557,0.00005299404,0.00009217602,0.00002620542,0.0003846876,0.000005606419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943507,"about_ca_system_score_gemma":0.0004701633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715802,"about_ca_topic_score_gemma":0.0003032006,"domain_scores_codex":[0.9986583,0.0001591648,0.0004830507,0.0001526741,0.0003288318,0.0002179848],"domain_scores_gemma":[0.9987326,0.00008542128,0.0004625226,0.0001522193,0.0004565936,0.0001106778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042277,0.0001989903,0.7959238,0.000100528,0.0003326832,0.00181913,0.02704385,0.00003292234,0.00268244,0.0000265464,0.01336613,0.1574307],"study_design_scores_gemma":[0.003247622,0.0002150854,0.9160157,0.0003804523,0.0001734129,0.0006025187,0.003358266,0.00001052716,0.0002232653,0.000004804189,0.07565593,0.0001124246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949775,0.007264388,0.00007781548,0.04098281,0.0004526559,0.000235768,0.0001769023,0.000007026659,0.00102759],"genre_scores_gemma":[0.987255,0.001086533,0.0001386082,0.009942361,0.0009653365,0.00001388536,0.000003028086,0.00003737307,0.0005578316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573183,"threshold_uncertainty_score":0.891106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171030240588214,"score_gpt":0.3409036699697863,"score_spread":0.3091933675639042,"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."}}