{"id":"W2317254112","doi":"10.1136/sextrans-2013-051184.0137","title":"O10.1 Age Specific Round 1 Results of a Cervical Cancer Screening Trial: HPV FOCAL","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Ascus (bryozoa); Triage; Cervical cancer; Gynecology; Cervical intraepithelial neoplasia; Colposcopy; Cervical screening; Cytology; Internal medicine; Obstetrics; Cancer; Pathology; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003121095,0.0002354074,0.0005329062,0.0003119448,0.0001788376,0.00006635708,0.0001529267,0.000226898,0.01501555],"category_scores_gemma":[0.0001136846,0.0002026539,0.0002481176,0.0009888834,0.0002514692,0.0001836212,0.00003485438,0.0007398503,0.0001121951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236628,"about_ca_system_score_gemma":0.0002681413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066806,"about_ca_topic_score_gemma":0.001689172,"domain_scores_codex":[0.9975266,0.0001223769,0.0007189577,0.0004658055,0.0006355745,0.0005306739],"domain_scores_gemma":[0.9982413,0.0003312418,0.00008261819,0.0004662254,0.0004870425,0.000391589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04954733,0.005746258,0.008097931,0.00093344,0.00139641,0.0001153388,0.002901558,0.0002408585,0.01412521,0.002209293,0.03149872,0.8831877],"study_design_scores_gemma":[0.1484942,0.007846522,0.6795452,0.0001582105,0.0004396664,0.00006782589,0.0006948541,0.001349844,0.002498182,0.001685369,0.1564192,0.0008008188],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7302921,0.001530005,0.01935567,0.01046498,0.00120508,0.00518742,0.000282411,0.0005729944,0.2311093],"genre_scores_gemma":[0.9950838,0.0003000613,0.0005631785,0.0003628785,0.000755661,0.0003696277,0.0001011053,0.00005146989,0.002412232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8823869,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729341806004561,"score_gpt":0.3446319660476604,"score_spread":0.2873385479876148,"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."}}