{"id":"W2625891324","doi":"10.1158/1940-6207.capr-17-0100","title":"Chemoprevention Uptake among Women with Atypical Hyperplasia and Lobular and Ductal Carcinoma <i>In Situ</i>","year":2017,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Ductal carcinoma; Breast cancer; Atypical hyperplasia; Oncology; Lobular carcinoma; Internal medicine; Gynecology; Hyperplasia; Population; Cancer; Environmental health","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":[0.0008231779,0.000141621,0.0002111182,0.0005752158,0.0002643805,0.0004108609,0.0002617011,0.0003336469,0.001645674],"category_scores_gemma":[0.002983433,0.0001743233,0.0004968949,0.0006380484,0.0001690527,0.0003441713,0.0003836632,0.0004653117,0.0001830446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276001,"about_ca_system_score_gemma":0.000283924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385955,"about_ca_topic_score_gemma":0.0123345,"domain_scores_codex":[0.9994924,0.000169117,0.00005443388,0.00008256375,0.0001299408,0.00007147035],"domain_scores_gemma":[0.9983139,0.0004270987,0.0008592717,0.00008503808,0.0001497808,0.0001649024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002696674,0.0000267403,0.9985375,0.000009109756,0.000019396,0.00002466448,0.00005542332,0.00001049778,0.00004625402,0.000007011006,0.00005428192,0.001182051],"study_design_scores_gemma":[0.000002170043,0.000057016,0.9991747,0.00001214695,0.00001995921,0.0001254259,0.0002956339,0.0001420334,0.00004070808,0.00001374908,0.0001144294,0.000001971448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987086,0.0002888004,0.00004531947,0.0001089298,0.000004772074,0.00000906902,0.0002770069,0.0000031691,0.0005542872],"genre_scores_gemma":[0.9996166,0.00009505588,0.00003348145,0.00003055212,0.000004539306,0.000004887817,0.0001111276,5.455482e-7,0.0001030693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385955,"threshold_uncertainty_score":0.02755773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286370979035382,"score_gpt":0.3438333822832871,"score_spread":0.3151962843797489,"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."}}