{"id":"W3123118967","doi":"10.1177/0969141320986186","title":"Major failings of trial procedures and quality of screening fatally compromise the results of the Canadian National Breast Screening Studies","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Breast cancer screening; Randomized controlled trial; Mammography; Random assignment; Clinical trial; Family medicine; Cancer; Internal medicine; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7636291,0.00303458,0.008162566,0.006445009,0.005151093,0.01354685,0.007453676,0.009025793,0.004276269],"category_scores_gemma":[0.8858779,0.002601607,0.00630271,0.008797389,0.01908122,0.00713257,0.004833429,0.01136131,0.001844795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04217286,"about_ca_system_score_gemma":0.07806888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07216472,"about_ca_topic_score_gemma":0.06898173,"domain_scores_codex":[0.1516668,0.6469136,0.07982598,0.01510618,0.1024951,0.00399243],"domain_scores_gemma":[0.1032038,0.6924417,0.05017182,0.06909991,0.07924514,0.005837644],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02381449,0.0006240779,0.01951852,0.05261219,0.02846048,0.0004147439,0.00667024,0.005601486,0.001381948,0.1222683,0.1850348,0.5535987],"study_design_scores_gemma":[0.02760115,0.006183094,0.06047224,0.130246,0.02586672,0.0007891602,0.00194993,0.02483289,0.004626825,0.2846549,0.4308885,0.001888528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02014478,0.1635097,0.1524739,0.4992015,0.06423209,0.0480047,0.005214056,0.002611089,0.0446082],"genre_scores_gemma":[0.4059456,0.04174358,0.246431,0.203824,0.02712172,0.06311565,0.001983237,0.002048121,0.007787108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9578272,"threshold_uncertainty_score":0.3059869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741661780904319,"score_gpt":0.4127544839125974,"score_spread":0.2385883058221655,"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."}}