{"id":"W2115749450","doi":"10.1309/ajcpbx74qxcpxikk","title":"Assessment of Correlation Between p16INK4a Staining, Specific Subtype of Human Papillomavirus, and Progression of LSIL/CIN1 Lesions","year":2014,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Biopsy; Pathology; Cervical intraepithelial neoplasia; Human papillomavirus; Immunostaining; Medicine; Squamous intraepithelial lesion; Lesion; Staining; Polymerase chain reaction; Immunohistochemistry; Biology; Cervical cancer; Internal medicine; Cancer; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.002987111,0.0001051981,0.001379571,0.000192809,0.00003490075,0.000002642679,0.0001201466,0.0001154309,0.0002157843],"category_scores_gemma":[0.0008874512,0.00007616619,0.0002164577,0.0002269175,0.001375609,0.00004057489,0.00008129356,0.0006555376,7.773274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002639146,"about_ca_system_score_gemma":0.0002585231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249032,"about_ca_topic_score_gemma":0.000004084094,"domain_scores_codex":[0.9966776,0.0006840472,0.001786792,0.0001801625,0.0004907194,0.000180624],"domain_scores_gemma":[0.9955185,0.001407271,0.001929326,0.0002499962,0.0006554459,0.0002394576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004020001,0.0002071063,0.6877441,0.0000571202,0.00004710489,0.00001906211,0.0000826278,0.000003473288,0.00224057,0.0004501295,0.00005835949,0.3086884],"study_design_scores_gemma":[0.002103494,0.019134,0.9766458,0.0001359578,0.0001260888,0.00004083807,0.0002127775,0.00005149701,0.0004061883,0.0005274856,0.0005574549,0.00005846528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951439,0.0002502799,0.001831943,0.0003703598,0.00009658086,0.0001363399,0.000007263673,0.000003605087,0.002159655],"genre_scores_gemma":[0.9959346,0.0005124231,0.003179265,0.00005481537,0.0002768571,0.000001112741,0.00000688946,0.00001349152,0.00002056579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086299,"threshold_uncertainty_score":0.5068488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039927620723219,"score_gpt":0.5137955674917234,"score_spread":0.4098028054194015,"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."}}