{"id":"W4402504171","doi":"10.1016/j.canep.2024.102672","title":"Cervical cancer screening outcomes among First Nations and non‐First Nations women in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; Institute on Governance; Provincial Laboratory of Public Health; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cervical cancer; Cervical cancer screening; Cancer; Gynecology; Developing country; Family medicine; Cervical screening; Demography; Economic growth; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006726806,0.0002242255,0.0007549457,0.0004211275,0.0003175181,0.00001912466,0.0001493587,0.0001904061,0.004187617],"category_scores_gemma":[0.002710246,0.0001862195,0.00008335803,0.0007640997,0.0002451788,0.000105319,0.0001211544,0.000611542,0.00001168881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888157,"about_ca_system_score_gemma":0.001566985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9443204,"about_ca_topic_score_gemma":0.9991478,"domain_scores_codex":[0.9976413,0.0001091225,0.0005525931,0.0005857668,0.0002199021,0.0008913752],"domain_scores_gemma":[0.9920544,0.007011354,0.00005407101,0.0002430445,0.0001268404,0.0005102711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005428857,0.00002134266,0.9841735,0.0007481932,0.0001630739,0.00003543482,0.0005511692,0.0006162581,9.657543e-7,0.001539205,0.007761476,0.004335118],"study_design_scores_gemma":[0.0007086445,0.00004430076,0.8762181,0.0002374187,0.00004075811,0.000005459525,0.0001436473,0.007439158,0.000004153073,0.0002546432,0.1147344,0.0001693262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899416,0.02263984,0.0005248938,0.3521532,0.002311931,0.00173521,0.0003867606,0.000142434,0.03016415],"genre_scores_gemma":[0.9880387,0.003203792,0.00008554992,0.002699736,0.0003998556,0.00137197,0.00003680126,0.00003580662,0.004127741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3980971,"threshold_uncertainty_score":0.9967227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054597290117257,"score_gpt":0.3833038273615638,"score_spread":0.3327578544603912,"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."}}