{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763917,0.0007783652,0.001065647,0.002617807,0.0004010815,0.001370788,0.0009069756,0.001666142,0.006182586],"category_scores_gemma":[0.002558073,0.0002557171,0.001319077,0.002171984,0.0006098668,0.001344988,0.001167494,0.001915417,0.0008852653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203478,"about_ca_system_score_gemma":0.005242456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921142,"about_ca_topic_score_gemma":0.01027285,"domain_scores_codex":[0.9992181,0.0003840932,0.00008398128,0.00006280377,0.0001757793,0.00007521819],"domain_scores_gemma":[0.9988934,0.0007180066,0.0001448513,0.00003111273,0.0001578243,0.00005488757],"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":[0.00005106643,0.0000609231,0.0002684738,0.0946596,0.0005161545,0.00007775184,0.0002237491,0.0004245692,0.000316299,0.02178192,0.03939675,0.8422228],"study_design_scores_gemma":[0.00005376906,0.0001146954,0.002271315,0.0971416,0.0006606883,0.0004878366,0.0003093566,0.000152865,0.0002522364,0.005951227,0.892583,0.00002152337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001115066,0.995598,0.0001294609,0.001662632,0.000345192,0.00002264823,0.00002736414,0.00000908028,0.002094157],"genre_scores_gemma":[0.003194757,0.9938069,0.0005679081,0.001646369,0.0001990892,0.00004049715,0.00003813982,0.00000264918,0.0005036466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006182586,"threshold_uncertainty_score":0.02068281,"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."}}