{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002539843,0.0001132618,0.0002952253,0.00008357336,0.00008087962,0.00006768233,0.00006241936,0.00002809868,0.0002103011],"category_scores_gemma":[0.00002675366,0.00009588085,0.0001290979,0.0002100647,0.00005376849,0.000397223,0.00005736055,0.0003209121,0.000001659275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000798218,"about_ca_system_score_gemma":0.00028386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288251,"about_ca_topic_score_gemma":0.00001000439,"domain_scores_codex":[0.9988858,0.00002914347,0.000324715,0.0001427337,0.0003866656,0.0002309591],"domain_scores_gemma":[0.9987945,0.00002214325,0.0002031213,0.0001125956,0.0006257988,0.0002418554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002335307,0.00002701981,0.5639648,0.00003944363,0.00009412464,0.0009274225,0.0001339377,0.0000287087,0.0118676,0.00001939116,0.002034985,0.4206291],"study_design_scores_gemma":[0.001386716,0.00001827856,0.7449691,0.001157264,0.0001913929,0.247062,0.0009710797,0.000634965,0.000794863,0.0000476454,0.00265451,0.0001121027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427131,0.01524448,0.004608774,0.0349662,0.0003915976,0.00007029979,0.00003935617,0.00002584486,0.001940366],"genre_scores_gemma":[0.9920075,0.0006267914,0.004970461,0.001522701,0.000746436,6.908791e-7,0.000001349491,0.0000147881,0.0001092951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4205169,"threshold_uncertainty_score":0.3909908,"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."}}