{"id":"W3049005994","doi":"10.1093/pubmed/fdaa128","title":"Income and education inequalities in cervical cancer incidence in Canada, 1992–2010","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Cervical cancer; Incidence (geometry); Demography; Population; Medicine; Inequality; Cancer registry; Social class; Cancer; Environmental health; Political science; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153178,0.0000665751,0.0003554708,0.0002072838,0.0000217753,0.00002115213,0.00009613674,0.00003651332,0.0005667452],"category_scores_gemma":[0.0005736962,0.00005427281,0.00002036414,0.0004827933,0.00002740474,0.0001647569,0.00004152337,0.0006447833,6.670598e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874387,"about_ca_system_score_gemma":0.03537282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9175596,"about_ca_topic_score_gemma":0.9593424,"domain_scores_codex":[0.9983403,0.0001740836,0.0005822901,0.0001039921,0.0005043016,0.000295032],"domain_scores_gemma":[0.9986647,0.0001054244,0.000146507,0.00006483022,0.0001927472,0.0008257768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007770531,0.00005308308,0.8647191,0.0004809383,0.000005409745,0.00002467011,0.00158585,0.000002724707,0.000007244185,0.0001544444,0.001644984,0.1312439],"study_design_scores_gemma":[0.000839748,0.0002293142,0.9911135,0.00009727928,0.000001697095,0.00003447806,0.001731376,0.0002090261,0.000004069962,0.0001024225,0.005592982,0.0000440924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7765437,0.003471833,0.00001560967,0.2194464,0.0001112227,0.0001114491,0.000004932842,0.000001726753,0.0002930942],"genre_scores_gemma":[0.9875937,0.001325394,0.00007391542,0.01062168,0.0003453536,0.000005855314,0.000001755841,0.000006717166,0.00002567067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2110499,"threshold_uncertainty_score":0.9700958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253562475361231,"score_gpt":0.4084892490171855,"score_spread":0.2831330014810624,"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."}}