{"id":"W4385445221","doi":"10.3390/curroncol30080527","title":"Current Challenges and Disparities in the Delivery of Equitable Breast Cancer Care in Canada","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Current (fluid); Healthcare delivery; Family medicine; Data science; Cancer; Health care; Economic growth; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003477327,0.0004908422,0.001212486,0.002350702,0.002231733,0.003711782,0.001745878,0.001689256,0.003396976],"category_scores_gemma":[0.008443295,0.0002421467,0.0008149224,0.006429729,0.002065333,0.001414135,0.001486225,0.002922067,0.0003152538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03992671,"about_ca_system_score_gemma":0.1765282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.917459,"about_ca_topic_score_gemma":0.9598584,"domain_scores_codex":[0.9971891,0.0004346341,0.0002007002,0.0001627333,0.001488963,0.0005238897],"domain_scores_gemma":[0.9951825,0.001207815,0.000318857,0.00004920795,0.002679995,0.0005616336],"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":[0.00005969472,0.0000282782,0.001997769,0.03228325,0.0002712969,0.0003854731,0.002123564,0.0005376328,0.0002051262,0.03336668,0.2843857,0.6443555],"study_design_scores_gemma":[0.00001764966,0.00001924581,0.00452054,0.03157679,0.000234482,0.0003074071,0.002070634,0.0001551021,0.00008903924,0.004262668,0.9566996,0.00004693484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000322271,0.9733252,0.00008135421,0.02234417,0.0006992895,0.00001032443,0.0001014925,0.000007619702,0.003108233],"genre_scores_gemma":[0.005733505,0.988629,0.0002346105,0.004393292,0.0002939539,0.00001074924,0.00007267458,0.000004109168,0.0006281931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08254105,"threshold_uncertainty_score":0.2896899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4144565162460273,"score_gpt":0.4878516803429884,"score_spread":0.07339516409696106,"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."}}