{"id":"W2143809906","doi":"10.1158/1055-9965.epi-12-0312","title":"An Ounce of Breast Cancer Prevention—Let's Try for a Pound","year":2012,"lang":"en","type":"letter","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Fluid ounce (US); Pound (networking); Medicine; Breast cancer; Art; Cancer; Internal medicine; Computer science; Political science; Law; World Wide Web","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019932,0.0007047362,0.002062748,0.0003736144,0.0001431033,0.00001172218,0.0003661002,0.002051639,0.001573321],"category_scores_gemma":[0.0001702366,0.000633837,0.00120998,0.0002773068,0.0004985022,0.0003069286,0.00005953305,0.001074715,0.00001204039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000959877,"about_ca_system_score_gemma":0.001120442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625236,"about_ca_topic_score_gemma":0.0005811198,"domain_scores_codex":[0.9950286,0.0008186328,0.00159079,0.001142667,0.000308513,0.001110801],"domain_scores_gemma":[0.9958388,0.0005621511,0.001886795,0.000975301,0.000456921,0.0002800121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001375991,0.0002421899,0.07945815,0.001866578,0.002398749,0.000006748439,0.00007616469,0.000007815808,0.0008965533,0.00003785372,0.8620828,0.05155042],"study_design_scores_gemma":[0.003507656,0.0008253841,0.2009459,0.003084577,0.004273018,0.0001139712,0.00005699749,0.0001620303,0.0001485712,0.003516448,0.7824576,0.0009078284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03494534,0.1029705,0.01771688,0.8155006,0.01298008,0.008981885,0.006083257,0.0003701579,0.0004513554],"genre_scores_gemma":[0.155163,0.03466843,0.01534974,0.6429242,0.06779946,0.0176826,0.02579147,0.001292742,0.03932831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1725764,"threshold_uncertainty_score":0.9996113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969938095495703,"score_gpt":0.4223153123177656,"score_spread":0.3326159313628086,"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."}}