{"id":"W2149969542","doi":"10.1503/cmaj.101156","title":"Management of Papanicolaou test results that lack endocervical cells","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Papanicolaou stain; Papanicolaou Test; Pap test; Medicine; Gynecology; Test (biology); Colposcopy; Obstetrics; Cervical cancer; Internal medicine; Cervical cancer screening; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001594993,0.0008599353,0.002928618,0.009671678,0.0004601571,0.0009863084,0.001272002,0.001433299,0.003607812],"category_scores_gemma":[0.006440323,0.0003572188,0.001102341,0.007585406,0.0004845229,0.001109207,0.0006745624,0.0005107433,0.0008178322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226502,"about_ca_system_score_gemma":0.004701994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062827,"about_ca_topic_score_gemma":0.01256294,"domain_scores_codex":[0.9989372,0.0002340636,0.000374657,0.00009014898,0.0003048069,0.00005906146],"domain_scores_gemma":[0.9974836,0.001526212,0.0005208866,0.00003451776,0.0003723246,0.00006254056],"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":[0.000168187,0.00004565773,0.001368358,0.2943786,0.0005829127,0.001540301,0.0002101474,0.0001255279,0.0006644339,0.000681132,0.01456022,0.6856745],"study_design_scores_gemma":[0.0004659697,0.0005934305,0.01747523,0.3937054,0.00790886,0.01831836,0.001070018,0.0002012079,0.001645702,0.001419495,0.5570877,0.0001086704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002401447,0.9989533,0.00003352603,0.000137454,0.00005067278,0.00003194253,0.00002918436,0.000002224649,0.0005214759],"genre_scores_gemma":[0.002535966,0.9966647,0.0002885259,0.0001830383,0.00007052349,0.00003662033,0.00005764969,9.37147e-7,0.0001621417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009671678,"threshold_uncertainty_score":0.01643395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08405018097964734,"score_gpt":0.3617966063741946,"score_spread":0.2777464253945473,"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."}}