{"id":"W3199418858","doi":"10.1370/afm.2715","title":"Socioeconomic Disparity Trends in Cancer Screening Among Women After Introduction of National Quality Indicators","year":2021,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Israel National Institute for Health Policy Research","keywords":"Medicine; Socioeconomic status; Demography; Breast cancer; Cancer; Cervical cancer; Cancer screening; Colorectal cancer; Breast cancer screening; Health equity; Odds ratio; Gynecology; Gerontology; Environmental health; Population; Public health; Mammography; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972666,0.0001236805,0.0005292722,0.000267585,0.00003339921,0.000003026141,0.0001192642,0.00007597743,0.0008352548],"category_scores_gemma":[0.00028942,0.0000888639,0.00008831061,0.0005758032,0.000433578,0.000121955,0.00005453666,0.0002538626,0.000001395542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181386,"about_ca_system_score_gemma":0.0001669451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289131,"about_ca_topic_score_gemma":0.0003387748,"domain_scores_codex":[0.9981813,0.0001353985,0.0006382589,0.0002396815,0.0005552749,0.0002501226],"domain_scores_gemma":[0.9989216,0.00009821774,0.0003123056,0.0002613767,0.0003097776,0.00009672108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105835,0.0001057184,0.9512698,0.0001180504,0.0001927128,0.0000103129,0.00384031,0.0001905203,0.003354275,0.0003131609,0.01028035,0.02926641],"study_design_scores_gemma":[0.0009511677,0.0001411543,0.9920248,0.000224,0.00002865115,0.000003416454,0.003138235,0.00005419332,0.001909361,0.0003267539,0.00112294,0.00007533233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760666,0.002776491,0.00003715607,0.01955094,0.0001230022,0.00007690435,0.00002454386,0.000009218004,0.001335119],"genre_scores_gemma":[0.9958256,0.0005036191,0.00005436117,0.002648988,0.0006246519,0.00003576266,0.0000366089,0.00000874641,0.000261653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04075496,"threshold_uncertainty_score":0.9145455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2977382032699126,"score_gpt":0.4745063154103845,"score_spread":0.1767681121404719,"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."}}