{"id":"W2317388209","doi":"10.1056/jw200410050000001","title":"Screening BRCA Carriers for Breast Cancer","year":2004,"lang":"en","type":"article","venue":"Journal watch","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prophylactic Mastectomy; Breast cancer; Mammography; Magnetic resonance imaging; BRCA mutation; Oncology; Breast MRI; Breast cancer screening; Cancer; Gynecology; Radiology; Mastectomy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564736,0.0001795114,0.0003183736,0.0009691391,0.0008390009,0.0002837278,0.0002940639,0.0002829776,0.001721304],"category_scores_gemma":[0.001768837,0.0001089786,0.0001956114,0.0007443108,0.0002527787,0.0001221097,0.0001403391,0.0002529503,0.0002232332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126388,"about_ca_system_score_gemma":0.002065294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2802518,"about_ca_topic_score_gemma":0.4103805,"domain_scores_codex":[0.99971,0.0000303949,0.000009353716,0.00002661542,0.0001249386,0.00009878678],"domain_scores_gemma":[0.9995054,0.0001058075,0.00004493392,0.00001495949,0.0001708735,0.0001580442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005936849,0.0001142089,0.9042593,0.00006467689,0.00003929715,0.001162708,0.0004410297,0.0001238014,0.003026579,0.0001623516,0.005591122,0.0844212],"study_design_scores_gemma":[0.00004180615,0.0003135806,0.9844713,0.00005182492,0.00006437382,0.002206355,0.0005825796,0.0003165797,0.001956,0.0001509513,0.009833161,0.00001146869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.982648,0.004842767,0.0002500342,0.001343195,0.00009811082,0.0001323005,0.0007804559,0.00003990488,0.009865239],"genre_scores_gemma":[0.9924287,0.002416822,0.001188205,0.0004668304,0.00004428918,0.00002492735,0.0004192478,0.000003989509,0.003007012],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2802518,"threshold_uncertainty_score":0.5572411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362785562123375,"score_gpt":0.2987222661359424,"score_spread":0.2850944105147087,"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."}}