{"id":"W2213236529","doi":"10.18370/2309-4117.2013.10.61-67","title":"Screening for cervical cancer","year":2013,"lang":"en","type":"article","venue":"Reproductive Endocrinology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dystonia Medical Research Foundation Canada","funders":"","keywords":"Medicine; Cervical cancer; Gynecology; Human papillomavirus; Disease; Cancer; Obstetrics; Cervical cancer screening; Vaccination; Family medicine; Oncology; Internal medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853956,0.0002706791,0.0004485779,0.00196692,0.0008375272,0.0003890872,0.0004258273,0.0006343461,0.01623954],"category_scores_gemma":[0.002297893,0.0001427917,0.0004375056,0.001402114,0.0001636047,0.0003170575,0.0003994086,0.0006773756,0.002467316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665051,"about_ca_system_score_gemma":0.001300158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088039,"about_ca_topic_score_gemma":0.03774497,"domain_scores_codex":[0.999305,0.00009183123,0.00004453124,0.0001101712,0.000323831,0.0001246414],"domain_scores_gemma":[0.9993545,0.00007987458,0.0001068269,0.0000414084,0.0002738486,0.0001433765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002101606,0.0005649666,0.5151358,0.001260092,0.0001531181,0.001007624,0.0004810836,0.0001451609,0.002067617,0.001121039,0.1056597,0.3721936],"study_design_scores_gemma":[0.00004568808,0.0007443588,0.7968456,0.00269883,0.0003143097,0.005490458,0.0006938458,0.0005625476,0.001764567,0.001313311,0.1894697,0.00005680326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.41528,0.08287857,0.007172408,0.02559062,0.003543901,0.004540469,0.04804295,0.00121981,0.4117313],"genre_scores_gemma":[0.8091679,0.05612753,0.01242813,0.01432714,0.001252198,0.001531694,0.01733614,0.00009365971,0.08773568],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03088039,"threshold_uncertainty_score":0.06140131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995830950271424,"score_gpt":0.3922251976784133,"score_spread":0.312266888175699,"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."}}