{"id":"W3184250474","doi":"10.1158/1538-7755.asgcr21-21","title":"Abstract 21: Mapping Breast Cancer Resource Availability Across Ghana's Eastern Region","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technician; Medicine; Breast cancer; Population; Family medicine; Health care; Cancer; Medical emergency; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004690831,0.000196303,0.0001352249,0.001239457,0.0002557261,0.0005788391,0.0002612135,0.0001956661,0.002743728],"category_scores_gemma":[0.002321455,0.0001275115,0.0001171473,0.00265854,0.000281173,0.0005551639,0.0006320263,0.0001475212,0.0002770675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127236,"about_ca_system_score_gemma":0.001423751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0407685,"about_ca_topic_score_gemma":0.04356017,"domain_scores_codex":[0.9996969,0.0001281146,0.0000299484,0.00003799138,0.00004478917,0.000062403],"domain_scores_gemma":[0.9980551,0.0004815933,0.0009880589,0.00006104188,0.0002745132,0.0001396666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163351,0.00003583567,0.9715707,0.0003011802,0.00003230639,0.0003607536,0.002138974,0.000908425,0.001192514,0.0002502732,0.001822793,0.02126987],"study_design_scores_gemma":[0.00001290193,0.00007158445,0.9892675,0.0001255039,0.00001594363,0.0002369547,0.006069451,0.000671457,0.0002771399,0.00009629802,0.003148739,0.000006373423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931822,0.000311837,0.000364056,0.000257327,0.000002796683,0.00005662857,0.003724484,0.00001301718,0.002087399],"genre_scores_gemma":[0.9968232,0.0002521812,0.001190119,0.00003953993,0.000002475015,0.00009187141,0.00122827,0.000002814929,0.0003694531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0407685,"threshold_uncertainty_score":0.08106244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634972241589248,"score_gpt":0.4183825659673161,"score_spread":0.2548853418083913,"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."}}