{"id":"W7161845036","doi":"10.82308/31312","title":"Human leukocyte antigen polymorphisms and risk of cervical neoplasia","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical intraepithelial neoplasia; Cervical cancer; Colposcopy; Human leukocyte antigen; Haplotype; Disease; Outpatient clinic; Logistic regression; Human papillomavirus; Allele","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520592,0.0002117349,0.0002635583,0.000618324,0.0002527505,0.0003922524,0.0002608755,0.0003829081,0.001602367],"category_scores_gemma":[0.001992028,0.0001760918,0.0001919187,0.000827783,0.000136405,0.0001012691,0.0001340943,0.0003356774,0.0001848806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858085,"about_ca_system_score_gemma":0.0005932096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01997492,"about_ca_topic_score_gemma":0.01482702,"domain_scores_codex":[0.9996617,0.0001129391,0.00001573919,0.00006024773,0.00009710604,0.00005232083],"domain_scores_gemma":[0.9995833,0.0001014614,0.0001463627,0.00003341833,0.00006416358,0.00007143303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197052,0.0001628175,0.9811919,0.00007899812,0.0004278747,0.0001943822,0.0001336772,0.0001571167,0.001878014,0.0001934353,0.0006968283,0.01368789],"study_design_scores_gemma":[0.00005886884,0.0002408497,0.9974108,0.00002483988,0.0001727462,0.0002891602,0.00003115948,0.0001481139,0.0002201973,0.0000963109,0.001302666,0.000004308635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993874,0.003300534,0.0002408302,0.0002378931,0.00001521224,0.00003365059,0.0007304552,0.00001185618,0.001555494],"genre_scores_gemma":[0.9959028,0.001604129,0.000479327,0.00005667711,0.0000341029,0.00002910101,0.0006389786,0.000003087801,0.001251792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01997492,"threshold_uncertainty_score":0.03971732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922433301855754,"score_gpt":0.339357482439042,"score_spread":0.3201331494204844,"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."}}