{"id":"W4405592094","doi":"10.1186/s13643-024-02700-3","title":"Screening for breast cancer: a systematic review update to inform the Canadian Task Force on Preventive Health Care guideline","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ontario Institute for Cancer Research; Ottawa Hospital; Canadian Patient Safety Institute; University of Ottawa","funders":"McMaster University","keywords":"Medicine; Task force; Guideline; Breast cancer; Family medicine; Health care; Alternative medicine; Systematic review; Breast cancer screening; MEDLINE; Cancer; Mammography; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01139512,0.001386354,0.01605748,0.0004921086,0.0005915791,0.0002558696,0.001156983,0.0002895838,0.00007055622],"category_scores_gemma":[0.002504407,0.0006411264,0.003174884,0.001858587,0.00004098999,0.0001221647,0.0001455669,0.0007783405,0.001054278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226256,"about_ca_system_score_gemma":0.004447452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01035641,"about_ca_topic_score_gemma":0.04853445,"domain_scores_codex":[0.9868745,0.001558924,0.008194402,0.001014198,0.001254966,0.001103065],"domain_scores_gemma":[0.9916729,0.0003856673,0.003728127,0.002456651,0.0007627606,0.0009939295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004549184,0.000003955121,5.919542e-8,0.8270584,0.0006380727,0.00001263836,0.0002835946,6.317825e-7,1.589162e-9,0.0002095266,0.1110511,0.06073742],"study_design_scores_gemma":[0.00007082376,0.0001071596,3.726181e-8,0.5183875,0.01158682,0.0004178699,0.0001565771,0.000009252669,5.182379e-9,0.000003030123,0.4689813,0.0002796064],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.026526e-9,0.8656936,0.0004149086,0.004853553,0.0005090717,0.1265354,0.001479438,0.00006550223,0.0004485322],"genre_scores_gemma":[0.000001259565,0.9249732,0.0008652711,0.02116981,0.0004688668,0.04989439,0.0005305449,0.0001586273,0.001938006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3579302,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130023546110467,"score_gpt":0.4550162014810494,"score_spread":0.3249926553705823,"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."}}