{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005045177,0.0001561851,0.0003581694,0.00003324138,0.00002262503,0.000006535391,0.00004677538,0.00005501238,0.00004805134],"category_scores_gemma":[0.000001406715,0.00006445969,0.00002718163,0.00009664721,0.0001264594,0.00002166969,0.00001030682,0.00008958869,0.000001816125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090967,"about_ca_system_score_gemma":0.00007601052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710595,"about_ca_topic_score_gemma":0.004269943,"domain_scores_codex":[0.9992881,0.00006547192,0.0001007138,0.0002071569,0.0001793009,0.0001592955],"domain_scores_gemma":[0.9995215,0.0001229952,0.00006884198,0.000196395,0.00003946422,0.00005079199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02062543,0.0005933897,0.9569731,0.00003827524,0.0000944311,0.00003340887,0.0003988103,0.00003305022,0.00004701276,0.00005296586,0.00002431893,0.02108581],"study_design_scores_gemma":[0.01686477,0.009237107,0.9721673,0.000242184,0.0000557051,0.00001237741,0.000042857,0.000005870111,0.0008426359,0.000003835783,0.0004366239,0.0000887343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978307,0.0003416312,1.330587e-7,0.0003609613,0.00005099767,0.0009433419,0.00004739756,0.00001698616,0.0004078871],"genre_scores_gemma":[0.9988785,0.0005608106,0.000003209896,0.000135401,0.00003509632,0.00006943637,0.00002434318,0.00001416136,0.0002789982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099707,"threshold_uncertainty_score":0.9894392,"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."}}