{"id":"W4365445995","doi":"","title":"Changes in cervical cancer screening behavior for women attending Pap Test Week clinics","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Pap test; Medicine; Test (biology); Cervical cancer screening; Cancer; Gynecology; Obstetrics; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005600363,0.0003282694,0.00104383,0.001002517,0.001028852,0.000373299,0.002120896,0.0003659371,0.03189838],"category_scores_gemma":[0.002055731,0.0002886049,0.0001227047,0.001037586,0.0001131029,0.001317072,0.001108271,0.001748733,0.0001059765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005548418,"about_ca_system_score_gemma":0.0008654679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240261,"about_ca_topic_score_gemma":0.003036869,"domain_scores_codex":[0.9944284,0.0007898638,0.001597142,0.0005783259,0.0007722477,0.001833996],"domain_scores_gemma":[0.9927548,0.00416169,0.0009162365,0.000471847,0.0006787185,0.00101676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492321,0.00027683,0.8869014,0.0006972787,0.00002929693,0.00001227713,0.0008580562,0.000008726806,0.004556944,0.000009999703,0.02268032,0.08381964],"study_design_scores_gemma":[0.001315696,0.00004811772,0.9712896,0.001454834,0.0000183044,0.00000112177,0.001242833,0.0002529688,0.0002876248,0.0008657287,0.02290196,0.0003212555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867622,0.003091415,0.0001093798,0.003538304,0.0008943208,0.003953345,0.0001507291,0.00004952394,0.00145079],"genre_scores_gemma":[0.9774798,0.009031442,0.0004540826,0.002508351,0.0009495054,0.006642646,0.0000217576,0.0001187121,0.002793701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08438816,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510584783150202,"score_gpt":0.6759670693742715,"score_spread":0.1653822862240696,"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."}}