{"id":"W1938908299","doi":"10.1001/jama.2015.13183","title":"Benefits and Harms of Breast Cancer Screening","year":2015,"lang":"en","type":"review","venue":"JAMA","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":631,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Cancer Society","keywords":"Medicine; Overdiagnosis; Breast cancer; Relative risk; Observational study; Systematic review; Mammography; Randomized controlled trial; Meta-analysis; Breast cancer screening; Cohort study; Gynecology; MEDLINE; Internal medicine; Cancer; Confidence interval","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":[0.04204711,0.001420756,0.006403572,0.004440036,0.001063202,0.008317509,0.001521352,0.009154689,0.0071318],"category_scores_gemma":[0.2055542,0.001383613,0.00498686,0.003299318,0.004172467,0.01085983,0.003564766,0.009778621,0.0008532392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005009338,"about_ca_system_score_gemma":0.01056125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673949,"about_ca_topic_score_gemma":0.008608659,"domain_scores_codex":[0.9294932,0.04556767,0.01108188,0.002290538,0.01087858,0.0006881366],"domain_scores_gemma":[0.7309507,0.2362362,0.01885381,0.002122272,0.01032768,0.001509313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003518141,0.0003295487,0.02017422,0.3018299,0.03201538,0.00077076,0.003175817,0.001815271,0.001108418,0.03603201,0.06186173,0.5373688],"study_design_scores_gemma":[0.002012542,0.001536106,0.03961876,0.5851844,0.03684913,0.002903162,0.0081322,0.001814589,0.0009997574,0.1458386,0.1744862,0.0006244573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003703059,0.8940241,0.001414235,0.09387335,0.002280074,0.0001667885,0.0004872665,0.0000210868,0.004030172],"genre_scores_gemma":[0.2677303,0.6181254,0.01017574,0.09317277,0.007988128,0.0008220602,0.000584427,0.00004792929,0.001353213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04204711,"threshold_uncertainty_score":0.2223691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958540868638414,"score_gpt":0.4094321365298137,"score_spread":0.2135780496659723,"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."}}