{"id":"W3019318554","doi":"10.1002/cncr.32871","title":"Health system strengthening: Integration of breast cancer care for improved outcomes","year":2020,"lang":"en","type":"review","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; St. Michael's Hospital; University of Waterloo","funders":"National Cancer Institute; Union for International Cancer Control; Fred Hutchinson Cancer Research Center; GE Healthcare; National Breast Cancer Foundation; National Comprehensive Cancer Network; University of Washington; Novartis; Susan G. Komen; American Society of Clinical Oncology; Cepheid; Pfizer","keywords":"Medicine; Breast cancer; Health care; Psychological intervention; Cancer; Family medicine; Public health; Economic growth; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.0001163474,0.0004084496,0.003001894,0.0001027362,0.00007613939,0.00001750922,0.0001926043,0.0002210572,0.00004189827],"category_scores_gemma":[0.00004585723,0.0002878272,0.0007035044,0.0002901468,0.00003958165,0.00006001822,0.00003937044,0.0003163842,0.000002574221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088754,"about_ca_system_score_gemma":0.003206609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811036,"about_ca_topic_score_gemma":0.0007199944,"domain_scores_codex":[0.9980369,0.00005052028,0.0008671722,0.0004696395,0.000244101,0.0003317322],"domain_scores_gemma":[0.9981166,0.00006804213,0.0008566511,0.0003205906,0.0004126912,0.0002254611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006281346,0.000005922575,0.0001000571,0.06398311,0.0002802751,0.000002046433,0.0003369929,0.000001229022,0.000001922493,0.00008943484,0.001572737,0.9335635],"study_design_scores_gemma":[0.0006296228,0.0001908562,0.0001019592,0.07769936,0.001489072,0.00002907051,0.001066827,0.00007895853,0.000005538473,9.265023e-7,0.9184601,0.00024767],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006158443,0.9917884,0.0003260949,0.001118942,0.0007289025,0.002215449,0.003621936,0.00007334384,0.0001207591],"genre_scores_gemma":[0.0007382283,0.9959426,0.0004729968,0.0003651696,0.0007492622,0.001187516,0.0003202184,0.00007181658,0.0001522241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9333158,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317255466500503,"score_gpt":0.4441514551065717,"score_spread":0.3124259084565214,"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."}}