{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000979647,0.000168069,0.000134769,0.0005971677,0.000137723,0.0002614873,0.0001473299,0.0003010497,0.001706893],"category_scores_gemma":[0.004150657,0.0001019432,0.0001051502,0.0002240807,0.0002295225,0.000285662,0.0001417345,0.0002466788,0.0002091511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802065,"about_ca_system_score_gemma":0.0001329364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006927291,"about_ca_topic_score_gemma":0.001208928,"domain_scores_codex":[0.9997661,0.00007811241,0.00002555816,0.00004445099,0.00005449091,0.00003138869],"domain_scores_gemma":[0.9978237,0.0009762919,0.0006426156,0.00007900845,0.0002776677,0.000200845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006458503,0.00003311687,0.9916903,0.00002120644,0.00003299972,0.00005146773,0.00002851634,0.00007531491,0.002978221,0.000005557677,0.00004301693,0.004394432],"study_design_scores_gemma":[0.00001037222,0.000405376,0.9960446,0.000006042776,0.00003132651,0.0005198414,0.00005207323,0.0004556118,0.002280377,0.000009627977,0.0001818389,0.00000295415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989976,0.0004599317,0.0001428091,0.0000128379,0.000002749729,0.000008806654,0.00006577372,0.000007839946,0.0003016685],"genre_scores_gemma":[0.9995165,0.00007291767,0.0001437752,0.000004490492,0.000003716923,0.00000466631,0.00009248282,0.000001685538,0.0001598358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001706893,"threshold_uncertainty_score":0.005710125,"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."}}