{"id":"W2996125070","doi":"10.3747/co.26.5781","title":"Re: Countercurrents: Is Now the Right Time to Pull the Plug on Mammography?","year":2019,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Spark plug; Medical physics; Breast cancer; Cancer; Internal medicine; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.006396064,0.001399722,0.00214222,0.001016955,0.008650898,0.006896447,0.003247163,0.07540871,0.02415085],"category_scores_gemma":[0.0407771,0.001407382,0.001712411,0.001009329,0.004934041,0.01015944,0.00278181,0.08713497,0.02118109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007543145,"about_ca_system_score_gemma":0.0105489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185021,"about_ca_topic_score_gemma":0.04220634,"domain_scores_codex":[0.9952437,0.001547406,0.0005591696,0.0006093438,0.001224436,0.0008159113],"domain_scores_gemma":[0.9843764,0.007534228,0.001052815,0.0003710433,0.003666186,0.002999299],"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":[0.00001742244,0.000007828643,0.00009495836,0.00002328156,0.000004573262,0.0002466777,0.00006454591,0.000007104422,0.00003874223,0.0005513073,0.9971218,0.001821787],"study_design_scores_gemma":[0.00006115382,0.00004299317,0.0006618762,0.0004540817,0.00002072479,0.001026869,0.0007945363,0.0001084247,0.0001442554,0.003286648,0.9933084,0.00008985859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000571502,0.001046757,0.00001980453,0.984216,0.0134398,0.000004828221,0.0000319274,0.00001661328,0.001167048],"genre_scores_gemma":[0.0005193425,0.0005320371,0.00005031555,0.9792149,0.01524449,0.00001248072,0.0000147717,0.00002152921,0.004390087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07540871,"threshold_uncertainty_score":0.08079267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245383060461893,"score_gpt":0.4072339099321994,"score_spread":0.2826956038860101,"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."}}