{"id":"W4221117762","doi":"10.1136/thoraxjnl-2022-218736","title":"HPV-associated complications post lung transplantation: why prevention is better than ‘no’ cure","year":2022,"lang":"en","type":"letter","venue":"Thorax","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Manchester Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Lung transplantation; Transplantation; Intensive care medicine; Lung; Surgery; Internal 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002334927,0.0002750349,0.0004549506,0.0002163932,0.0002752379,0.00005819615,0.0002870154,0.000467101,0.07832594],"category_scores_gemma":[0.0000265796,0.0002649238,0.0003228061,0.0004003397,0.00007079471,0.00007668414,0.0000641905,0.002431439,0.0003824962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727244,"about_ca_system_score_gemma":0.0002472406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002815667,"about_ca_topic_score_gemma":0.00007028528,"domain_scores_codex":[0.9974301,0.0002295427,0.000367081,0.0005156,0.001005881,0.0004517901],"domain_scores_gemma":[0.9986349,0.0001250293,0.0001340077,0.000539761,0.0004517389,0.0001145183],"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":[0.0001762998,0.0001043456,0.0008682111,0.0008898915,0.0002271294,0.0001480313,0.0002986646,2.866764e-7,0.00004744454,0.00001239154,0.9939924,0.003234908],"study_design_scores_gemma":[0.001040142,0.0003697668,0.05049482,0.00009916806,0.00055771,0.00005029387,0.00002131648,0.00006941101,0.00003967664,0.0002296728,0.9467416,0.0002864407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007278931,0.0005465153,0.0001870724,0.9198167,0.0003304796,0.001159269,0.001521804,0.0001547978,0.0755555],"genre_scores_gemma":[0.005341385,0.0005153923,0.0001254142,0.926464,0.003025021,0.0004566627,0.03198223,0.0001236258,0.03196625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07794344,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190495856233297,"score_gpt":0.3575792726297446,"score_spread":0.3156743140674116,"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."}}