{"id":"W4247047003","doi":"10.1002/9781119000822.hfcm030","title":"Papillomaviruses and Cervical Neoplasia","year":2017,"lang":"en","type":"other","venue":"Holland‐Frei Cancer Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Papanicolaou stain; Cervical screening; Medicine; Cervical intraepithelial neoplasia; Vaccination; Broad spectrum; Gynecology; Cervical cancer; Virology; Internal medicine; Cancer","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":[0.0004100744,0.0006388921,0.0004164147,0.003194084,0.0003485763,0.001072873,0.0004758101,0.001020404,0.03033586],"category_scores_gemma":[0.0008233532,0.0001537332,0.0003276037,0.002728556,0.0003711734,0.001067392,0.0008146608,0.001149817,0.008227573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830494,"about_ca_system_score_gemma":0.001378722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357206,"about_ca_topic_score_gemma":0.005584592,"domain_scores_codex":[0.9997653,0.00005464006,0.00002348749,0.00002884298,0.0000921358,0.00003553544],"domain_scores_gemma":[0.9996828,0.0001002178,0.00003994841,0.00001494117,0.00009882724,0.00006336444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006434494,0.00005378806,0.001004873,0.002980864,0.00002714364,0.0001956256,0.000095642,0.0001280304,0.0004521045,0.007977783,0.3353643,0.6516555],"study_design_scores_gemma":[0.000003658531,0.00002706768,0.00151048,0.001194465,0.00001433825,0.0006902213,0.00004288891,0.00001170329,0.00004004134,0.001348337,0.995113,0.000003891861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003991269,0.9453562,0.0003481306,0.005550954,0.002943724,0.00003979465,0.0005541159,0.00007362721,0.04473433],"genre_scores_gemma":[0.003033262,0.9623044,0.0006400627,0.002525224,0.004595196,0.00003800725,0.0008924673,0.00001434013,0.02595715],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03033586,"threshold_uncertainty_score":0.1014836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844672022943621,"score_gpt":0.4043811370807913,"score_spread":0.3459344168513551,"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."}}