{"id":"W4323568707","doi":"10.3390/pathogens12030424","title":"Coinfection of HPVs Is Associated with Advanced Stage in Colorectal Cancer Patients from Qatar","year":2023,"lang":"en","type":"article","venue":"Pathogens","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Qatar University","keywords":"Coinfection; Colorectal cancer; Medicine; Internal medicine; Oncology; Cancer; Stage (stratigraphy); Cohort; Population; Human papillomavirus; Breast cancer; Immunology; Virus; Biology","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":[0.0001472707,0.00008316893,0.0002378691,0.0001154836,0.00002651898,0.000003656038,0.00003943301,0.00006238287,0.001618279],"category_scores_gemma":[0.0001582212,0.00006171957,0.00004137671,0.0006642053,0.00003791009,0.00003599781,0.00003232015,0.0001465707,0.0000218937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257979,"about_ca_system_score_gemma":0.0001043523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243902,"about_ca_topic_score_gemma":0.005940078,"domain_scores_codex":[0.9989958,0.00002986197,0.000174578,0.0001986547,0.0003550463,0.0002460159],"domain_scores_gemma":[0.9994554,0.0001080672,0.00005750278,0.00009266307,0.0001997097,0.00008666225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000944426,0.0002148388,0.9497571,0.00004647999,0.00005940093,0.00004049279,0.0007924836,0.00002909225,0.02477503,0.000002516402,0.0001734862,0.02316465],"study_design_scores_gemma":[0.002984824,0.0005126116,0.9768632,0.00004889291,0.00002692026,1.364805e-7,0.0001242446,0.0003110461,0.01871093,0.00001508474,0.0003296051,0.00007249707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965369,0.00005493327,0.000006092617,0.00007088749,0.00007504198,0.0003389432,0.0009294485,0.00004204497,0.001945689],"genre_scores_gemma":[0.9990777,0.0001279648,0.00001538236,0.00006189324,0.00003208137,0.00004441657,0.0003587406,0.00001841179,0.0002634465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02710611,"threshold_uncertainty_score":0.9992944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214399813494908,"score_gpt":0.3181545394277323,"score_spread":0.2960105412927831,"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."}}