{"id":"W4220811466","doi":"10.1200/go.21.00415","title":"Cancer Burden Among Arab-World Females in 2020: Working Toward Improving Outcomes","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Male Breast Health Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University; McMaster University","funders":"","keywords":"Population; Incidence (geometry); Medicine; Demography; Cancer; Standardized mortality ratio; Mortality rate; Breast cancer; Descriptive statistics; World population; Environmental health; Statistics; Internal medicine","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":[0.002463191,0.0007235128,0.000441001,0.002131574,0.0007951967,0.002051933,0.0005110942,0.0005621274,0.00604831],"category_scores_gemma":[0.004572386,0.0001333539,0.0005331346,0.001903194,0.0003074111,0.001801874,0.001246333,0.0008905924,0.002019157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133721,"about_ca_system_score_gemma":0.00315256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01743378,"about_ca_topic_score_gemma":0.01675587,"domain_scores_codex":[0.9993316,0.0002412288,0.00006510312,0.00006107275,0.0001739363,0.0001271732],"domain_scores_gemma":[0.9975241,0.0002051899,0.0006935152,0.00005568261,0.000983618,0.0005379091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252842,0.0001839791,0.4520227,0.002482033,0.0002420882,0.0002694158,0.001316931,0.0006266087,0.0007986561,0.002139631,0.1332869,0.4065057],"study_design_scores_gemma":[0.00004035783,0.0004261643,0.7257016,0.008287977,0.0004674321,0.001197736,0.01718472,0.0009516264,0.001243199,0.003702846,0.2407074,0.0000890263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3494728,0.2478816,0.005864619,0.2709643,0.005259781,0.0003663283,0.03779138,0.0008696112,0.08152962],"genre_scores_gemma":[0.7322578,0.2108629,0.009636015,0.01337223,0.004213364,0.0004029142,0.02285888,0.00009050604,0.00630535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01743378,"threshold_uncertainty_score":0.03466457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312449689461451,"score_gpt":0.3854428421847817,"score_spread":0.3323183452901672,"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."}}