{"id":"W3164051092","doi":"10.1093/jbi/wbab023","title":"Breast Cancer Screening and Anxiety","year":2021,"lang":"en","type":"article","venue":"Journal of Breast Imaging","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Anxiety; Harm; Breast cancer; Clinical psychology; Recall; Ethnic group; Mammography; Psychology; Cancer; Medicine; Psychiatry; Social psychology; Internal medicine; Cognitive psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686301,0.0001081852,0.0001747283,0.0005536355,0.0007927932,0.001312419,0.0001599427,0.0006842134,0.004520543],"category_scores_gemma":[0.003668788,0.0001081799,0.0002599749,0.0005346419,0.001065345,0.0005370606,0.0007454914,0.001111316,0.0001935794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131264,"about_ca_system_score_gemma":0.0007228147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007430511,"about_ca_topic_score_gemma":0.009388217,"domain_scores_codex":[0.9992694,0.0003063309,0.00003387495,0.00004436329,0.0001962918,0.0001497492],"domain_scores_gemma":[0.9986744,0.000527606,0.0003791307,0.00002389761,0.0001129444,0.0002819781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002528257,0.00064999,0.6782069,0.0007421448,0.0002114703,0.001910727,0.007426249,0.0001736148,0.0005469661,0.03551879,0.04150628,0.232854],"study_design_scores_gemma":[0.00002427158,0.0002204554,0.9449473,0.0007255415,0.00009437475,0.005671286,0.00486418,0.0001764064,0.0000761053,0.01485816,0.02830566,0.00003616231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5643574,0.1308875,0.0004218829,0.1342531,0.001404785,0.00008375493,0.000413971,0.00003824343,0.1681393],"genre_scores_gemma":[0.977013,0.01552689,0.0001315379,0.004842629,0.0005702804,0.00001182977,0.0000647113,0.000002483246,0.001836663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007430511,"threshold_uncertainty_score":0.01512271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697879388338118,"score_gpt":0.3206784453211722,"score_spread":0.293699651437791,"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."}}