{"id":"W1975939461","doi":"10.1002/dc.20973","title":"Intermediate‐grade squamous intraepithelial lesion may be a valid diagnostic/interpretive category","year":2008,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Health Sciences Centre","funders":"","keywords":"Medicine; Squamous intraepithelial lesion; Colposcopy; Dysplasia; Biopsy; Lesion; Intraepithelial neoplasia; Pathology; Cervical intraepithelial neoplasia; Internal medicine; Cancer; Cervical cancer","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":[0.002476151,0.0004085867,0.000353349,0.001538896,0.0005692203,0.001079872,0.0005259612,0.0004724485,0.003107215],"category_scores_gemma":[0.01478307,0.0001519158,0.0002042203,0.0006120099,0.0007711962,0.0006719822,0.0007769735,0.0003613402,0.001259965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630537,"about_ca_system_score_gemma":0.0004888391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127183,"about_ca_topic_score_gemma":0.002192992,"domain_scores_codex":[0.9985574,0.0004639718,0.0001691592,0.0001171764,0.0004314761,0.0002608302],"domain_scores_gemma":[0.9945698,0.001884443,0.001741631,0.0005060412,0.0008824589,0.0004155042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002095103,0.00005524115,0.9795834,0.00005419098,0.00001343149,0.0005404907,0.0003708713,0.00004078264,0.001589255,0.0003032462,0.0003225171,0.01691696],"study_design_scores_gemma":[0.0000153458,0.0005048943,0.9695988,0.000218297,0.00008826982,0.01227752,0.002520112,0.001316368,0.004464003,0.001218124,0.007739686,0.00003862273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908907,0.001016193,0.001678391,0.000273058,0.0000744433,0.00005508208,0.0001609752,0.00004080607,0.00581039],"genre_scores_gemma":[0.9983299,0.0001225481,0.0008993716,0.00006957856,0.00003446255,0.00001356241,0.0001512517,0.000004602097,0.0003746583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003107215,"threshold_uncertainty_score":0.01309532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04598880417057733,"score_gpt":0.3436117376464131,"score_spread":0.2976229334758358,"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."}}