{"id":"W2077674901","doi":"10.1097/00006205-200109000-00005","title":"When to Suspect Squamous Cancer at Colposcopy","year":2001,"lang":"en","type":"review","venue":"The Nurse Practitioner","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Colposcopy; Grading (engineering); Medicine; Suspect; Cytology; Cervical cancer; Squamous intraepithelial lesion; Cancer; Cancer detection; Pap test; Cervical cancer screening; Pathology; Internal medicine; Psychology; Cervical intraepithelial neoplasia","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":[0.001258729,0.0006120171,0.001775548,0.002201169,0.0004736978,0.001033508,0.0008740083,0.001845457,0.003577116],"category_scores_gemma":[0.003829257,0.0003120203,0.0004334823,0.001335244,0.0006669161,0.002213532,0.0003621104,0.001610221,0.003368009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005156749,"about_ca_system_score_gemma":0.001325664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844578,"about_ca_topic_score_gemma":0.007388497,"domain_scores_codex":[0.9993753,0.0002082729,0.0001016836,0.00006062215,0.0002210416,0.00003306671],"domain_scores_gemma":[0.9988243,0.0006052722,0.0001145589,0.00002234015,0.0003551993,0.00007832058],"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":[0.0001366668,0.00008564199,0.004471797,0.01291484,0.00008238679,0.003628966,0.0002673439,0.0001132964,0.001328303,0.0009624677,0.07637884,0.8996295],"study_design_scores_gemma":[0.0002257219,0.0005257725,0.03903478,0.07242214,0.0004633792,0.05857428,0.0036962,0.000373619,0.0013764,0.007297004,0.8158992,0.0001115591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001465355,0.9809549,0.0007444964,0.007758937,0.001869017,0.00003981873,0.00005695681,0.00003991884,0.007070492],"genre_scores_gemma":[0.00692318,0.985932,0.001686575,0.00256636,0.0009339044,0.00003226953,0.00007418946,0.000004896714,0.001846627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003577116,"threshold_uncertainty_score":0.01196665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09907618312701252,"score_gpt":0.4587246238724619,"score_spread":0.3596484407454493,"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."}}