{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004729797,0.0005832943,0.001461756,0.0005789638,0.005409724,0.004756213,0.001265471,0.05686213,0.006973143],"category_scores_gemma":[0.0220135,0.0005927252,0.001057553,0.0007085024,0.00391216,0.00688712,0.002226094,0.05357105,0.003379905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059067,"about_ca_system_score_gemma":0.005753486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007619007,"about_ca_topic_score_gemma":0.01309934,"domain_scores_codex":[0.9961947,0.001424316,0.0004875031,0.0003955712,0.0008334193,0.0006645058],"domain_scores_gemma":[0.9875916,0.006957781,0.0007668555,0.0003142989,0.001701872,0.00266755],"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":[0.0001542786,0.0001330282,0.004528898,0.0001658475,0.00004823539,0.01004463,0.001019439,0.00009113774,0.0006826367,0.008844564,0.9523296,0.02195763],"study_design_scores_gemma":[0.0003073208,0.0002545518,0.005490674,0.001759848,0.0001135316,0.01605261,0.004945038,0.0007919886,0.0004738281,0.03444588,0.9351784,0.0001864473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005192931,0.001395763,0.00003358234,0.9906661,0.006202255,0.000002985703,0.000007775421,0.000005628612,0.001166621],"genre_scores_gemma":[0.007733198,0.002347292,0.0001645898,0.9400987,0.04664518,0.00001335777,0.00001184747,0.00002007002,0.00296578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05686213,"threshold_uncertainty_score":0.03670627,"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."}}