{"id":"W3179747245","doi":"10.14740/wjon1389","title":"Breast Cancer in Jamaica: Stage, Grade and Molecular Subtype Distributions Across Age Blocks, the Implications for Screening and Treatment","year":2021,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Incidence (geometry); Confidence interval; Cancer registry; Cancer; Lymph node; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004066704,0.0001562257,0.0001928885,0.000899057,0.0008357502,0.000632453,0.000434098,0.000218972,0.001560951],"category_scores_gemma":[0.001489683,0.0001657594,0.0001675584,0.001691795,0.0005068306,0.0003315892,0.0005904383,0.000402533,0.0001975588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230981,"about_ca_system_score_gemma":0.001452796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1967879,"about_ca_topic_score_gemma":0.2855194,"domain_scores_codex":[0.9996582,0.00005523179,0.00002772849,0.00008583961,0.00007312692,0.00009976884],"domain_scores_gemma":[0.9988224,0.0002022469,0.0004679665,0.00006104512,0.0002014884,0.0002448626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002057044,0.00001148098,0.9981974,0.000005215396,0.000006021156,0.00006579082,0.0001072188,0.00001890235,0.00005376249,0.00001202676,0.0001464821,0.00135518],"study_design_scores_gemma":[0.000001657028,0.000009753197,0.9991811,0.000006333442,0.000003197064,0.00009412396,0.0005106684,0.00006062939,0.00001065889,0.00001171546,0.0001091903,0.000001006978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978326,0.000420745,0.00004712748,0.0002092094,0.000007401706,0.00000781477,0.0005807979,0.000003300287,0.0008911034],"genre_scores_gemma":[0.9989298,0.0003468426,0.00005148148,0.00004682514,0.00001124304,0.000005255599,0.0003899876,0.00000171152,0.0002169877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967879,"threshold_uncertainty_score":0.3912851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475695655098458,"score_gpt":0.350254159830406,"score_spread":0.3254972032794214,"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."}}