{"id":"W2069045588","doi":"10.7326/m14-0569","title":"It Is Time to Initiate Another Breast Cancer Screening Trial","year":2014,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Overdiagnosis; Breast cancer; Mammography; Family medicine; Context (archaeology); Breast cancer screening; Task force; Preventive healthcare; Cancer; Cancer screening; Gynecology; Internal medicine; Public health; Nursing","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":[0.05075441,0.001561589,0.00334562,0.002096919,0.002123267,0.01109628,0.00417345,0.03378988,0.1099725],"category_scores_gemma":[0.1455407,0.001085961,0.008192628,0.001815066,0.001731761,0.007927044,0.002834759,0.0212843,0.05915936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004310263,"about_ca_system_score_gemma":0.01083256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549873,"about_ca_topic_score_gemma":0.002685224,"domain_scores_codex":[0.9581898,0.0231249,0.003356504,0.001641004,0.01107114,0.002616626],"domain_scores_gemma":[0.862686,0.05304033,0.01775382,0.01033822,0.03377491,0.02240676],"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":[0.00130524,0.0001473338,0.0001045444,0.001644634,0.0002814712,0.00008490405,0.00005080583,0.00005350901,0.0001738575,0.002040281,0.9583859,0.03572753],"study_design_scores_gemma":[0.007933244,0.001241521,0.001301281,0.009279839,0.0006169144,0.0001454977,0.0001979121,0.000242218,0.0003827034,0.01057371,0.9679378,0.0001473181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009342086,0.04360832,0.001483958,0.6045322,0.3068762,0.001955376,0.0027622,0.0005372778,0.03731029],"genre_scores_gemma":[0.006789803,0.02000143,0.003911809,0.73272,0.1775384,0.004993193,0.002454267,0.00053114,0.05105995],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1099725,"threshold_uncertainty_score":0.3678947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508556211316912,"score_gpt":0.4190700755875799,"score_spread":0.2682144544558887,"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."}}