{"id":"W4297889133","doi":"10.1007/bf03405681","title":"Self-collected HPV Testing Improves Participation in Cervical Cancer Screening: A Systematic Review and Meta-analysis","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Cervical cancer; Cervical cancer screening; Confidence interval; MEDLINE; Randomized controlled trial; Test (biology); Cancer; Gynecology; Papillomaviridae; Cancer screening; Pap test; Oncology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005399907,0.0003627611,0.009063544,0.002087525,0.0001360175,0.0001787314,0.0002833298,0.0002118889,0.003544938],"category_scores_gemma":[0.004311962,0.000231383,0.001107069,0.004473305,0.00006236912,0.0001707495,0.00002740345,0.001156446,0.000005633484],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856315,"about_ca_system_score_gemma":0.02640959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0412802,"about_ca_topic_score_gemma":0.1211981,"domain_scores_codex":[0.9938845,0.00158133,0.002663593,0.0003370801,0.0005746675,0.0009588058],"domain_scores_gemma":[0.9921246,0.0006060244,0.001498173,0.0003801553,0.001333099,0.004057984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[7.255026e-7,0.0000291413,0.00008691711,0.8134338,0.03082239,0.00004059029,0.0001251717,1.782146e-7,1.890521e-9,0.00001322574,0.0005136483,0.1549342],"study_design_scores_gemma":[0.0005676184,0.0005069018,0.003183478,0.03665379,0.7835764,0.000353231,0.00008435336,0.0002331773,9.673195e-9,0.000008342005,0.1743897,0.000442935],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002234932,0.9888055,0.0000464786,0.007719199,0.00002811488,0.003048752,0.0000546818,0.000008941254,0.0002860645],"genre_scores_gemma":[0.0001791594,0.9960505,0.0006270186,0.00221873,0.0001051811,0.0005157992,0.00002718583,0.00004161488,0.0002347589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7767801,"threshold_uncertainty_score":0.997366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3814966574292318,"score_gpt":0.4707545109399487,"score_spread":0.08925785351071691,"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."}}