{"id":"W2183053868","doi":"","title":"Cervical cancer screening among HIV-positive women","year":2010,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical screening; Confidence interval; Cervical cancer screening; Outpatient clinic; Retrospective cohort study; Cervical cancer; Family medicine; Obstetrics; Health care; Gynecology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266378,0.0001975279,0.0003263451,0.0002163493,0.0002189041,0.00006267041,0.0002074946,0.0001537081,0.0008352289],"category_scores_gemma":[0.0000190829,0.0001916984,0.0001100309,0.0004534815,0.0002403027,0.0001227063,0.00004192424,0.0009136044,0.0002113488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005114505,"about_ca_system_score_gemma":0.001072782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07378969,"about_ca_topic_score_gemma":0.1277729,"domain_scores_codex":[0.9980556,0.0000258424,0.0001698937,0.0003883951,0.0003700057,0.0009902023],"domain_scores_gemma":[0.997429,0.00004152061,0.00003131626,0.000373835,0.0002438517,0.001880489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003331552,0.0001495793,0.0471266,0.0001537399,0.0003521828,0.0004283139,0.001204839,0.00001317881,0.01361869,0.002008221,0.0583158,0.8762957],"study_design_scores_gemma":[0.000899556,0.00009567446,0.8867767,0.00003408398,0.00003355849,0.000001139975,0.0006419924,0.0003954796,0.0006618989,0.0001590265,0.1100476,0.0002533158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.580098,0.0001561132,0.00002321417,0.002042388,0.0002526082,0.0003537745,0.0002360116,0.00005189031,0.416786],"genre_scores_gemma":[0.9380799,0.00001184845,0.00008159474,0.05889364,0.00129306,0.0001225249,0.00007685333,0.00005004028,0.001390512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8760424,"threshold_uncertainty_score":0.9323781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955420620467318,"score_gpt":0.2860719081654215,"score_spread":0.2665177019607483,"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."}}