{"id":"W2020658618","doi":"10.1023/a:1021853302033","title":"A Comparison of Risk Perception and Psychological Morbidity in Women with Ductal Carcinoma in situ and Early Invasive Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Cancer survivorship and care","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Breast cancer; Medicine; Ductal carcinoma; Anxiety; Distress; Internal medicine; Cancer; Depression (economics); Oncology; Gynecology; Obstetrics; Clinical psychology; Psychiatry","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":[0.0002255542,0.0001685272,0.0004203402,0.0002039007,0.00006625339,0.00002412458,0.00003087926,0.00008036104,0.0001040226],"category_scores_gemma":[0.000009692057,0.0001167744,0.00001780276,0.0003187706,0.0003297272,0.00007522109,0.00002715093,0.0002554171,5.817178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378805,"about_ca_system_score_gemma":0.0002029825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08793379,"about_ca_topic_score_gemma":0.1227599,"domain_scores_codex":[0.998491,0.0001843648,0.00018614,0.0004326048,0.00029953,0.0004062894],"domain_scores_gemma":[0.9993463,0.00007584532,0.00004754274,0.0001525047,0.0001159528,0.0002618231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005413948,0.0007017476,0.9445434,0.00007222209,0.00004911233,0.0000913193,0.00867347,0.000001864194,0.0008532829,0.00001647244,0.00001126365,0.03957187],"study_design_scores_gemma":[0.005223125,0.001886781,0.9858145,0.0001968399,0.0000261119,0.0002521539,0.006139927,0.000005536527,0.0002709733,0.00005894358,0.00001898893,0.0001061002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959852,0.002624609,4.949005e-7,0.0004352993,0.00002267409,0.0005265356,0.0002027028,0.000006310857,0.0001961413],"genre_scores_gemma":[0.9950413,0.004419863,0.00001387943,0.0000135666,0.00004290683,0.0004229473,0.000004179276,0.00001264937,0.00002876008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04127109,"threshold_uncertainty_score":0.9181398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07948844193845597,"score_gpt":0.3919132807055916,"score_spread":0.3124248387671356,"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."}}