{"id":"W1784281543","doi":"10.3747/co.22.2880","title":"Breast Cancer Screening Panels Continue to Confuse the Facts and Inject Their Own Biases","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1772148,0.00120258,0.002181114,0.003831291,0.006760475,0.01416096,0.005078063,0.0127885,0.008457207],"category_scores_gemma":[0.3899166,0.001151588,0.002003708,0.004999383,0.02652477,0.01765022,0.007557112,0.03231017,0.00488589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005983268,"about_ca_system_score_gemma":0.008198926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086935,"about_ca_topic_score_gemma":0.01830111,"domain_scores_codex":[0.8432792,0.09064019,0.01208014,0.007740992,0.04368501,0.002574525],"domain_scores_gemma":[0.5506501,0.3389786,0.02703062,0.01949173,0.0576284,0.006220545],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001921485,0.00003974207,0.005332528,0.00128478,0.0004103904,0.0002928923,0.006089555,0.0002889955,0.0004865307,0.0972733,0.7761289,0.1121802],"study_design_scores_gemma":[0.00009060753,0.0001064287,0.004139037,0.005573857,0.000324893,0.00125638,0.006661213,0.0009344295,0.001357575,0.1607269,0.8185382,0.000290427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00169176,0.01365266,0.007146739,0.948548,0.01838256,0.00002869048,0.0001918375,0.0001104989,0.01024736],"genre_scores_gemma":[0.04439018,0.01331564,0.00900571,0.8936761,0.03582705,0.00007711634,0.0002160398,0.0002873974,0.003204677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8227851,"threshold_uncertainty_score":0.9372128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.448468070676612,"score_gpt":0.4737145927584703,"score_spread":0.02524652208185829,"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."}}