{"id":"W4366830769","doi":"10.1017/cts.2023.302","title":"233 Uganda-based Survey of Challenges in Breast Cancer Detection in Low and Middle Income Countries","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Breast cancer; Medicine; Stakeholder; Breast cancer screening; Family medicine; Referral; Health care; Population; Nursing; Cancer; Environmental health; Public relations; Mammography; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002554162,0.0002227725,0.0003498054,0.001446537,0.00139964,0.00107594,0.0006392919,0.0006590965,0.002720833],"category_scores_gemma":[0.007370597,0.0005063762,0.0002242436,0.002184282,0.00062381,0.0008251789,0.002166124,0.0005234418,0.0004865399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144542,"about_ca_system_score_gemma":0.001650129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008714424,"about_ca_topic_score_gemma":0.009858109,"domain_scores_codex":[0.998046,0.001016245,0.0002806493,0.0001032116,0.0002632692,0.0002905611],"domain_scores_gemma":[0.9965881,0.001016296,0.001203795,0.0001032671,0.0006496279,0.0004388796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005602484,0.0000990574,0.9557728,0.0007957487,0.00003456894,0.001070288,0.02330121,0.00009144614,0.0005257597,0.0002345661,0.003173807,0.01484462],"study_design_scores_gemma":[0.00001204182,0.0002381047,0.9058303,0.0005686383,0.00001734425,0.001212359,0.07873412,0.0001541127,0.0002376762,0.0001268972,0.01284068,0.00002771561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938524,0.0007105739,0.0001239994,0.0005950354,0.00001067087,0.0002217386,0.001378835,0.000006492972,0.00310033],"genre_scores_gemma":[0.995311,0.001249734,0.0007194388,0.0005132206,0.00000857418,0.000609516,0.0007078811,0.00000492516,0.0008757327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008714424,"threshold_uncertainty_score":0.01732743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2412872482843127,"score_gpt":0.4388539680411075,"score_spread":0.1975667197567948,"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."}}