{"id":"W1509395438","doi":"","title":"Papanicolaou test utilization and frequency of screening opportunities among women diagnosed with cervical cancer.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Papanicolaou stain; Cervical cancer; Pap test; Confidence interval; Logistic regression; Papanicolaou Test; Gynecology; Incidence (geometry); Cancer; Obstetrics; Cervical cancer screening; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006978043,0.0002113936,0.0001703897,0.0007472585,0.0002135562,0.0003960161,0.0003684804,0.0004184872,0.001179259],"category_scores_gemma":[0.004863086,0.0002501364,0.0003082634,0.0009003219,0.0002810503,0.0002186159,0.0002954567,0.0004114341,0.0001085254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007094932,"about_ca_system_score_gemma":0.0005699394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05962541,"about_ca_topic_score_gemma":0.050678,"domain_scores_codex":[0.9996507,0.0001031083,0.00002545631,0.00005634302,0.000100577,0.00006369095],"domain_scores_gemma":[0.997797,0.0005159397,0.001184657,0.00008299983,0.0001941119,0.0002252762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003360392,0.00001251091,0.9994216,0.0000062577,0.00002810255,0.00002897889,0.00002923641,0.00001823796,0.00002929849,0.000003723226,0.00002752052,0.0003610015],"study_design_scores_gemma":[0.000002904698,0.00003434605,0.9994839,0.000005989878,0.00002152638,0.0001483481,0.00006392415,0.0001628075,0.00001645545,0.000004559532,0.0000540991,9.85783e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988793,0.0005744779,0.00003099149,0.00006160163,0.000004025655,0.000005600251,0.0002107838,0.000002696462,0.000230601],"genre_scores_gemma":[0.9995829,0.0001465166,0.00003547986,0.00001304096,0.000004135122,0.000003909637,0.000115224,6.071125e-7,0.00009806417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05962541,"threshold_uncertainty_score":0.1185567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004915965509274,"score_gpt":0.3021490794082732,"score_spread":0.2016574828573459,"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."}}