{"id":"W4361879657","doi":"10.1158/1055-9965.22438750","title":"Supplementary Material from Comparison of Triage Strategies for HPV-Positive Women: Canadian Cervical Cancer Screening Trial Results","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Cervical cancer; Cervical cancer screening; Colposcopy; Gynecology; Cancer; Oncology; Obstetrics; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002791292,0.002096749,0.001943523,0.002151407,0.001184132,0.002198807,0.001730348,0.00148998,0.7275062],"category_scores_gemma":[0.05199292,0.001058642,0.002888471,0.002946143,0.0002396686,0.000860132,0.0008855023,0.001246794,0.06155265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693404,"about_ca_system_score_gemma":0.008823548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09669182,"about_ca_topic_score_gemma":0.1851369,"domain_scores_codex":[0.9979444,0.0004306202,0.0003487292,0.000256605,0.0006553978,0.000364349],"domain_scores_gemma":[0.9761006,0.0144694,0.002059345,0.001448474,0.004678363,0.001243893],"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":[0.001628807,0.0001314795,0.001328269,0.004641633,0.0004460455,0.00004175097,0.0000286442,0.0003522025,0.00005918365,0.0007071656,0.9735411,0.01709377],"study_design_scores_gemma":[0.06250709,0.001788719,0.08390251,0.01392803,0.005182858,0.00110966,0.0002317994,0.004070621,0.0008288216,0.01837881,0.8077646,0.0003065093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005814198,0.000632756,0.0005813688,0.0005852664,0.0005020741,0.0008956886,0.9903093,0.0002618539,0.005650226],"genre_scores_gemma":[0.02280344,0.002728083,0.008017686,0.003505671,0.001318237,0.01170545,0.907355,0.0009510475,0.04161534],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9033082,"threshold_uncertainty_score":0.3886793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420259124192643,"score_gpt":0.4298465799005216,"score_spread":0.2878206674812572,"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."}}