{"id":"W2074849793","doi":"10.1093/jnci/dji246","title":"Should Screen-detected Breast Cancers Be Managed Differently?","year":2005,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Cancer","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":[0.004759162,0.0001943171,0.0007120975,0.0008472505,0.0005635924,0.001480952,0.0008577899,0.002982871,0.003302231],"category_scores_gemma":[0.03455552,0.0002081929,0.0007238736,0.001425447,0.001108919,0.00148535,0.0005296334,0.002370537,0.0006607005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581861,"about_ca_system_score_gemma":0.002705735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009057362,"about_ca_topic_score_gemma":0.01518876,"domain_scores_codex":[0.9964964,0.001753788,0.0003485013,0.0003782528,0.0006300098,0.0003930937],"domain_scores_gemma":[0.9905545,0.003144316,0.002532838,0.0005147252,0.001750262,0.001503358],"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":[0.00128721,0.0005493583,0.4998196,0.001486377,0.0009489508,0.001830191,0.001545685,0.0005068004,0.0008862804,0.005287374,0.1207205,0.3651316],"study_design_scores_gemma":[0.001156631,0.0008363483,0.8573965,0.007241243,0.001071488,0.005980588,0.005088849,0.0009915631,0.0005973875,0.0221945,0.09730169,0.000143194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1579896,0.06804454,0.0009045573,0.7519021,0.005342686,0.00006521482,0.0006736947,0.00008481948,0.0149927],"genre_scores_gemma":[0.795257,0.03925434,0.001628487,0.1500566,0.01103663,0.00007011306,0.0005075207,0.00005742887,0.0021319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009057362,"threshold_uncertainty_score":0.02516913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615044499302784,"score_gpt":0.3747160366113632,"score_spread":0.2132115866810848,"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."}}