{"id":"W3214838400","doi":"10.1136/bmjopen-2020-046660","title":"Factors associated with attendance at screening for breast cancer: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute for Health Research Applied Research Collaboration West; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Breast cancer; Meta-analysis; Family medicine; Cancer; Attendance; Epidemiology; Systematic review; Alternative medicine; MEDLINE; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001867875,0.0006588617,0.01739419,0.0001328057,0.0001887837,0.0001700398,0.0005064096,0.0001958129,0.0006822398],"category_scores_gemma":[0.0005736682,0.0003568306,0.002582985,0.001361921,0.00004819427,0.0001716008,0.0004373096,0.0002464803,0.000002845114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004016577,"about_ca_system_score_gemma":0.0006137666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004497642,"about_ca_topic_score_gemma":0.001603755,"domain_scores_codex":[0.9963917,0.000458657,0.001272788,0.0008357445,0.0006367302,0.0004043612],"domain_scores_gemma":[0.9961424,0.0004496498,0.001767972,0.000917274,0.0004835512,0.0002391544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001395363,0.00001262916,0.00012558,0.7133898,0.2834798,0.00003304538,0.00001691624,0.000001027439,6.173513e-9,0.000006857272,0.001413373,0.001507125],"study_design_scores_gemma":[0.0001784117,0.00003883306,0.00004854772,0.3354337,0.6557072,0.00009455864,0.00003042767,0.000003974488,4.368319e-8,2.433736e-7,0.008161255,0.0003027658],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.737207e-7,0.9686342,0.00009929793,0.0005534667,0.00001472726,0.02834129,0.002213971,0.00002336034,0.0001189177],"genre_scores_gemma":[0.000007539765,0.9778761,0.0003132413,0.001300572,0.00003150186,0.01491234,0.0008650122,0.00006861088,0.004625082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.377956,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6126413467691844,"score_gpt":0.5308163644420446,"score_spread":0.08182498232713975,"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."}}