{"id":"W2115206903","doi":"10.1093/carcin/bgu038","title":"HPV-associated lung cancers: an international pooled analysis","year":2014,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute","keywords":"Lung cancer; Medicine; Odds ratio; Internal medicine; Confidence interval; Cervical cancer; Lung; Oncology; Cancer; Demography","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":[0.0003383265,0.0001269868,0.0003553971,0.0003328687,0.00008165418,0.00003883133,0.0002058528,0.00009565627,0.009044289],"category_scores_gemma":[0.0002284729,0.000113674,0.0002468207,0.0008335945,0.00004961074,0.0001448123,0.00005483572,0.0001258862,0.00003442963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506924,"about_ca_system_score_gemma":0.0001580655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424959,"about_ca_topic_score_gemma":0.0009615151,"domain_scores_codex":[0.9984936,0.00009012175,0.0002094643,0.0003525738,0.0005482566,0.0003060158],"domain_scores_gemma":[0.9987382,0.00006194778,0.00004934663,0.0003951555,0.000437581,0.0003177832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579001,0.0001264383,0.9365452,0.00003757058,0.002298816,0.00001615716,0.0002326637,0.0001627795,0.001849763,0.0002543591,0.0005424815,0.05767587],"study_design_scores_gemma":[0.001080062,0.0001234048,0.9619541,0.000003980749,0.001737808,0.000002064256,0.00006529873,0.03128289,0.00161659,0.00002766263,0.001976274,0.0001298841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509305,0.0003597866,0.0009532119,0.0007572078,0.0002024493,0.0001739839,0.00003907791,0.00009245205,0.0464913],"genre_scores_gemma":[0.9974344,0.00009687986,0.00007065739,0.0008157031,0.0004292034,0.00003161921,0.0002479233,0.00002170791,0.0008519204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05754598,"threshold_uncertainty_score":0.9918616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737216997883791,"score_gpt":0.3399022492429773,"score_spread":0.3125300792641394,"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."}}