{"id":"W2999103926","doi":"10.1136/bmjopen-2018-028766","title":"Importance of quality in breast cancer screening practice – a natural experiment in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; M.S.I. Foundation","keywords":"Medicine; Mammography; Breast cancer; Breast cancer screening; Cancer screening; Family medicine; Cancer detection; Community health; Cancer; Test (biology); Gynecology; Public health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00808316,0.0008657809,0.001028061,0.001386038,0.00663216,0.003190852,0.003110118,0.001478869,0.002880991],"category_scores_gemma":[0.01173931,0.0007540538,0.001198797,0.002454206,0.00497157,0.0008321386,0.002066484,0.001869023,0.0002727801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09865529,"about_ca_system_score_gemma":0.131696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933095,"about_ca_topic_score_gemma":0.9946604,"domain_scores_codex":[0.9889057,0.003696881,0.0003431719,0.001233522,0.003125357,0.00269531],"domain_scores_gemma":[0.9855117,0.003234991,0.002065798,0.0007998829,0.004054359,0.0043334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01479223,0.01043736,0.9129248,0.0003672118,0.0007252317,0.0008662364,0.01318467,0.003408222,0.001840527,0.002948881,0.008620364,0.02988422],"study_design_scores_gemma":[0.0009822354,0.002288659,0.9797868,0.0001018722,0.0001651507,0.00005438252,0.008886029,0.005022313,0.0002033692,0.0004482255,0.001940436,0.0001206464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945761,0.0003991106,0.0002567158,0.0006571774,0.00004529204,0.0005483688,0.0006195327,0.00002873895,0.002868885],"genre_scores_gemma":[0.9949074,0.0001827063,0.0006805359,0.0003707367,0.0000207231,0.0002297402,0.0005001141,0.00001474933,0.003093093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09865529,"threshold_uncertainty_score":0.7157975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511886988490489,"score_gpt":0.4704995421986831,"score_spread":0.3193108433496342,"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."}}