{"id":"W2171104009","doi":"10.1002/14651858.cd008587.pub2","title":"Cytology versus HPV testing for cervical cancer screening in the general population","year":2017,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":499,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Cervical cancer; Cytology; Medicine; Population; Cervical cancer screening; Cancer; Gynecology; Oncology; Obstetrics; Internal medicine; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01916152,0.0005859327,0.003389695,0.007226015,0.0002499145,0.001692628,0.0008933359,0.00173179,0.004080399],"category_scores_gemma":[0.07198497,0.0003797399,0.003214472,0.008411255,0.00114084,0.002009666,0.0006041028,0.000742648,0.0003050562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390046,"about_ca_system_score_gemma":0.001724957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242354,"about_ca_topic_score_gemma":0.003211825,"domain_scores_codex":[0.9724301,0.01511049,0.006065924,0.002265468,0.003860985,0.0002670384],"domain_scores_gemma":[0.9427396,0.04568991,0.008455708,0.0006266391,0.002087394,0.0004007948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01853588,0.0003096033,0.2564477,0.3485022,0.05204406,0.001015026,0.001175347,0.0007796673,0.001106792,0.002584824,0.004487932,0.313011],"study_design_scores_gemma":[0.007016079,0.01301723,0.5711501,0.2117486,0.1486514,0.005923141,0.002719667,0.001659951,0.001064974,0.004855722,0.03193538,0.0002577467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06202386,0.9295236,0.0005276492,0.001987174,0.0008415692,0.0004357148,0.001595231,0.00001475543,0.00305041],"genre_scores_gemma":[0.6690607,0.3209741,0.002779331,0.002956492,0.00181648,0.001016437,0.001071279,0.00001864841,0.000306532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01916152,"threshold_uncertainty_score":0.101337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5265850508523432,"score_gpt":0.543367081423849,"score_spread":0.01678203057150585,"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."}}