{"id":"W2069094201","doi":"10.1080/1355785042000250102","title":"Pap Screening and Knowledge of Risk Factors for Cervical Cancer in Chinese Women in British Columbia, Canada","year":2004,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; U.S. Public Health Service","keywords":"Cervical cancer; Medicine; Cervical cancer screening; Cancer; Demography; Gynecology; Environmental health; Family medicine; 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":[0.0005905897,0.0000621062,0.0004052559,0.00004436554,0.00007735341,0.00001374958,0.00003749748,0.0000651222,0.0002003392],"category_scores_gemma":[0.000148338,0.00007535655,0.00001941883,0.0002341006,0.00006521548,0.00003132589,0.00004069578,0.0003412571,4.262538e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013227,"about_ca_system_score_gemma":0.00183956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977543,"about_ca_topic_score_gemma":0.9998986,"domain_scores_codex":[0.9989606,0.00004674812,0.0002575509,0.0002011309,0.0001301104,0.0004038863],"domain_scores_gemma":[0.9993351,0.0001612339,0.00004375913,0.00006939085,0.00005612005,0.0003343942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008913624,0.00008691745,0.9182209,0.0008074198,0.00000767481,0.000003578802,0.00420711,0.00001257673,0.000002014507,0.00000430526,0.00006054817,0.07649784],"study_design_scores_gemma":[0.003381418,0.0002475619,0.9942231,0.0001443384,0.000002942134,0.000002106459,0.001246252,0.0001061612,0.000002810839,0.000371351,0.0002076086,0.00006431044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993526,0.004622888,0.00001622243,0.001120863,0.00003150127,0.0004066085,0.0001751511,0.000004830694,0.00009590313],"genre_scores_gemma":[0.9966337,0.002827354,0.00004593338,0.000315979,0.00005565294,0.00003599357,0.000008735504,0.000009089018,0.00006758352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07643352,"threshold_uncertainty_score":0.3263301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394270285954944,"score_gpt":0.3768752764560043,"score_spread":0.3329325735964549,"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."}}