{"id":"W2980349677","doi":"10.1634/theoncologist.2019-0512","title":"Effects of High Anxiety Scores on Surgical and Overall Treatment Plan in Patients with Breast Cancer Treated with Neoadjuvant Therapy","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer survivorship and care","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Anxiety; Breast cancer; Psychosocial; Cancer; Mastectomy; Psychological intervention; Internal medicine; Prospective cohort study; Oncology; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006083142,0.0001159078,0.0001617881,0.0003221993,0.0002455366,0.0005789779,0.0001506717,0.0002262026,0.001090849],"category_scores_gemma":[0.005375416,0.00009519507,0.0004787424,0.0003654149,0.0001917965,0.0002488329,0.0003151868,0.00051976,0.00006847306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734437,"about_ca_system_score_gemma":0.0003446451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344324,"about_ca_topic_score_gemma":0.007462723,"domain_scores_codex":[0.9994552,0.0002193047,0.00006100847,0.00006182966,0.0001079616,0.00009478194],"domain_scores_gemma":[0.9967765,0.001070012,0.001329554,0.00006393834,0.0001404394,0.0006196103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070012,0.00004540527,0.9972205,0.000006551207,0.00005949293,0.00003130056,0.00004252166,0.00004112341,0.0000523817,0.00001001964,0.00008894118,0.002094668],"study_design_scores_gemma":[0.000007123181,0.0001395427,0.9994447,0.000006770178,0.00002866336,0.00006270531,0.0001034857,0.0001331094,0.00001406072,0.00001179971,0.00004535204,0.000002641014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991044,0.0002060252,0.00002228752,0.00009277536,0.000007224557,0.000004843381,0.00008939409,0.000001558934,0.000471334],"genre_scores_gemma":[0.999747,0.00005569823,0.0000213232,0.00002315144,0.000007579674,0.000003241865,0.0001124821,4.264813e-7,0.00002913058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344324,"threshold_uncertainty_score":0.006649733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887843030105068,"score_gpt":0.2420763328670012,"score_spread":0.2341884898368961,"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."}}