{"id":"W2116059573","doi":"10.1136/bmj.d7625","title":"Women in their 40s should not be screened for breast cancer, new Canadian guideline says","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Task force; Medicine; Breast cancer; Mammography; Family medicine; Breast examination; Gynecology; Cancer; Internal medicine; Political science; Pathology","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":[0.002250919,0.0006934154,0.0008312506,0.0008064478,0.00337132,0.001274038,0.001503221,0.006518854,0.00806312],"category_scores_gemma":[0.00833326,0.0005120473,0.001485333,0.001026737,0.001408491,0.00122961,0.0009244248,0.006379341,0.004379953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007966425,"about_ca_system_score_gemma":0.05379736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8725121,"about_ca_topic_score_gemma":0.9485005,"domain_scores_codex":[0.9967988,0.0001665709,0.0003132284,0.0001625504,0.001802517,0.0007563169],"domain_scores_gemma":[0.9935486,0.0006814263,0.0002607349,0.0001573594,0.003704999,0.001646863],"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":[0.00002450357,0.00001729685,0.001541682,0.000110147,0.00001043484,0.00007387155,0.0001039478,0.00002021081,0.0001755762,0.0007293204,0.9824995,0.01469354],"study_design_scores_gemma":[0.000074945,0.0000319346,0.01581151,0.0006423825,0.00004051359,0.0001384432,0.0003123236,0.00003349655,0.0001575673,0.000530386,0.9821824,0.00004410338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006796142,0.02186943,0.001078657,0.7408817,0.04661401,0.0003350596,0.009358818,0.0006220088,0.1724441],"genre_scores_gemma":[0.0373734,0.03433061,0.005035494,0.7332726,0.007900077,0.0005444244,0.007463194,0.000255107,0.1738252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1274879,"threshold_uncertainty_score":0.2564774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2662724024383299,"score_gpt":0.3870192599976647,"score_spread":0.1207468575593348,"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."}}