{"id":"W3216032093","doi":"10.1177/09691413211059461","title":"The randomized trial of mammography screening that was not—A cautionary tale","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Randomization; Randomized controlled trial; Mammography; Subversion; Breast cancer; Breast cancer screening; Clinical trial; Gynecology; Cancer; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2727995,0.001107992,0.004296639,0.001727788,0.002843798,0.00456552,0.005364072,0.01079542,0.002147923],"category_scores_gemma":[0.4505756,0.0008236333,0.003777466,0.001451893,0.01553699,0.00813361,0.001997152,0.02641568,0.0009812546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006641899,"about_ca_system_score_gemma":0.01462406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466937,"about_ca_topic_score_gemma":0.0150785,"domain_scores_codex":[0.7818152,0.1715881,0.01359004,0.009945358,0.02190034,0.001160921],"domain_scores_gemma":[0.6070782,0.3337054,0.009155,0.02693135,0.01922958,0.0039005],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00597783,0.0001954049,0.002975964,0.006762582,0.004593958,0.000474431,0.001907256,0.001019565,0.0005426501,0.2782054,0.5624533,0.1348917],"study_design_scores_gemma":[0.007784767,0.001126322,0.003603125,0.01221609,0.002789396,0.0006380032,0.0008170371,0.00366237,0.001582505,0.4570193,0.5084291,0.0003319863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002498241,0.0571362,0.01248019,0.861018,0.06094723,0.0005051139,0.0002935159,0.0001952373,0.004926277],"genre_scores_gemma":[0.04425112,0.009394704,0.03263768,0.8798122,0.02878325,0.001267048,0.00007127374,0.0001734057,0.003609361],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7272005,"threshold_uncertainty_score":0.8967677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370536373762641,"score_gpt":0.3561298331087304,"score_spread":0.2824244693711039,"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."}}