{"id":"W2135253681","doi":"10.1093/oxfordjournals.jncimonographs.a003488","title":"Chapter 13: Primary Screening of Cervical Cancer With Human Papillomavirus Tests","year":2003,"lang":"en","type":"review","venue":"JNCI Monographs","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Pap test; Cytology; Cancer; Gynecology; Oncology; Randomized controlled trial; Incidence (geometry); Human papillomavirus; Papillomaviridae; Cancer screening; Cervical screening; Cervical cancer screening; Internal medicine; Pathology","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":[0.001721209,0.0009052581,0.0008825769,0.003121984,0.0006952875,0.001818412,0.001519322,0.002385844,0.07868873],"category_scores_gemma":[0.003798631,0.000496196,0.000895576,0.002144264,0.0006988538,0.001308849,0.001568829,0.001905922,0.03782365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597826,"about_ca_system_score_gemma":0.003155404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003747279,"about_ca_topic_score_gemma":0.005840503,"domain_scores_codex":[0.9983926,0.0002970071,0.0001747084,0.0002266082,0.0008112269,0.00009779526],"domain_scores_gemma":[0.9981124,0.0005742814,0.0001777579,0.000087191,0.0008391745,0.000209077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008653586,0.0002223901,0.0005101095,0.004751011,0.00004200466,0.00008058509,0.0001149267,0.0002588843,0.0007968656,0.004609763,0.5670855,0.4214414],"study_design_scores_gemma":[0.00002228137,0.0001301518,0.002345191,0.005523463,0.00003612634,0.0003107025,0.00004553929,0.00008377594,0.000469835,0.003069081,0.987949,0.00001476099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00191636,0.4007746,0.0117041,0.04012521,0.04668339,0.003658967,0.00407221,0.0008520534,0.4902131],"genre_scores_gemma":[0.008047912,0.4694235,0.008441616,0.03199719,0.02650254,0.001760365,0.004733206,0.0003229863,0.4487707],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07868873,"threshold_uncertainty_score":0.26324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243215768167307,"score_gpt":0.4166297023156869,"score_spread":0.2923081254989562,"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."}}