{"id":"W4224317816","doi":"10.1002/ijc.34039","title":"Human papillomavirus‐based screening at extended intervals missed fewer cervical precancers than cytology in the <scp>HPV For Cervical</scp> Cancer (<scp>HPV FOCAL</scp>) trial","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; BC Cancer Agency; Simon Fraser University; University of British Columbia; BC Centre for Disease Control; Women's Health Research Institute","funders":"National Cancer Institute; National Institutes of Health; Michael Smith Health Research BC","keywords":"Cytology; Colposcopy; Medicine; Cervical intraepithelial neoplasia; Cervix; Gynecology; Cervical cancer; Papillomaviridae; Cervical screening; Population; Obstetrics; Cancer; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00297661,0.0005414062,0.001697441,0.0001452304,0.0002781012,0.0007587073,0.0003338798,0.001308922,0.0041631],"category_scores_gemma":[0.004507481,0.000310002,0.001981751,0.0001844739,0.0004228647,0.0008168097,0.0003980918,0.001645898,0.0002768042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420758,"about_ca_system_score_gemma":0.0006140685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476656,"about_ca_topic_score_gemma":0.003136122,"domain_scores_codex":[0.9987186,0.0008348803,0.00008924663,0.0001556309,0.00008856926,0.0001130665],"domain_scores_gemma":[0.9977868,0.0009814899,0.0003620865,0.0002796617,0.0001436639,0.0004462963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8777102,0.006475659,0.01564504,0.00247392,0.005056171,0.0001567555,0.0003109883,0.0006781748,0.003535448,0.0003276672,0.002653235,0.08497662],"study_design_scores_gemma":[0.5080552,0.3687819,0.09866224,0.001170694,0.01178314,0.0003028811,0.0002705379,0.001522624,0.001910534,0.001422036,0.006047359,0.00007089943],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888938,0.005879493,0.0003500941,0.0008547553,0.0002881023,0.0006186733,0.0005045253,0.0000341645,0.002576392],"genre_scores_gemma":[0.9955292,0.001155367,0.0004311377,0.0007865739,0.0002003596,0.0002842486,0.0002857233,0.000005945344,0.001321406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0041631,"threshold_uncertainty_score":0.015742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07963782056854009,"score_gpt":0.4141525587642438,"score_spread":0.3345147381957038,"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."}}