{"id":"W1820155016","doi":"10.1503/cmaj.121505","title":"Recommendations on screening for cervical cancer","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"Canadian Institutes of Health Research","keywords":"Cervical cancer; Medicine; Cervical cancer screening; Cancer; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008272268,0.00009009002,0.0001991758,0.0001885025,0.0003300279,0.0001014588,0.0001264893,0.0002652514,0.1373002],"category_scores_gemma":[0.001859376,0.00007530393,0.0001324986,0.0002028469,0.00002284781,0.00009092355,0.0000102652,0.0009580471,0.0003012931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199171,"about_ca_system_score_gemma":0.002332324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007875816,"about_ca_topic_score_gemma":0.02598072,"domain_scores_codex":[0.9978746,0.00006598478,0.0003078605,0.0001446041,0.001064834,0.000542146],"domain_scores_gemma":[0.9960756,0.0003186403,0.00007641019,0.00008347712,0.0009571619,0.002488761],"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":[0.00002110517,0.00002502336,0.01583296,0.00001122808,0.00007390761,0.00001218973,0.0000417365,0.000001680238,0.000003508469,0.0002600299,0.4896052,0.4941114],"study_design_scores_gemma":[0.001855683,0.0001643328,0.1841626,0.00006211657,0.00002704202,0.00004684492,0.000161245,0.001506608,0.00001713399,0.0003580166,0.8115384,0.00009991525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01450013,0.0002628368,0.001629916,0.9402851,0.0011514,0.0007923803,0.00009973241,0.00003743622,0.04124105],"genre_scores_gemma":[0.7895237,0.0006402371,0.002192032,0.1832644,0.01249726,0.0004912653,0.0001202197,0.00007573648,0.01119513],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7750236,"threshold_uncertainty_score":0.9987308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649300961333502,"score_gpt":0.3588724007366831,"score_spread":0.3123793911233481,"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."}}