{"id":"W2150223306","doi":"10.1016/j.humpath.2006.05.013","title":"Atypical immature cervical metaplasia: immunoprofiling and longitudinal outcome☆","year":2006,"lang":"en","type":"article","venue":"Human Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Squamous intraepithelial lesion; Squamous metaplasia; Biomarker; Pathology; Metaplasia; Ki-67; Internal medicine; Immunohistochemistry; Gastroenterology; Cervical intraepithelial neoplasia; Cancer; Cervical cancer; Biology; Epithelium","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":[0.001267555,0.0001441603,0.0001567744,0.001195859,0.0006363819,0.0005661718,0.0002347091,0.0002840312,0.00191112],"category_scores_gemma":[0.001397767,0.0002278953,0.000190928,0.0005705688,0.0003060236,0.0006475751,0.0003572259,0.0004029691,0.000457472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820222,"about_ca_system_score_gemma":0.0002696899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585132,"about_ca_topic_score_gemma":0.00186121,"domain_scores_codex":[0.9997182,0.00008358129,0.000026452,0.00005958259,0.00004648331,0.00006560827],"domain_scores_gemma":[0.9989397,0.0001968734,0.0002277765,0.0001458368,0.0003765551,0.0001132073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001812986,0.0001747812,0.7612244,0.00006758418,0.00005861616,0.0009227748,0.0007544472,0.000137477,0.2139948,0.0003534798,0.0003498384,0.02014897],"study_design_scores_gemma":[0.00001183232,0.0006253382,0.9441853,0.00001888743,0.00009575167,0.004199237,0.001011155,0.0006358476,0.0448671,0.000174242,0.004161717,0.0000135688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970261,0.0005676015,0.0006515568,0.00002927189,0.000004713928,0.00002211445,0.0001337741,0.0000181412,0.001546698],"genre_scores_gemma":[0.9981259,0.0002400049,0.0005781114,0.00001736401,0.000008210166,0.00002387715,0.0002357091,0.000006773855,0.0007639653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00191112,"threshold_uncertainty_score":0.006703556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458018897420815,"score_gpt":0.3618722605981101,"score_spread":0.3172920716239019,"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."}}