{"id":"W2312897715","doi":"10.1158/1940-6207.prev-11-a10","title":"Abstract A10: A new in silico physical optical model (iPOM) for the study of cervical intraepithelial neoplasia","year":2011,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Cervical cancer; In silico; Cervical intraepithelial neoplasia; Pathology; Medicine; Bioinformatics; Biology; Cancer; Genetics; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465171,0.0001492261,0.0004038012,0.0002341623,0.0001147893,0.0000261455,0.0003999376,0.0001174653,0.002246686],"category_scores_gemma":[0.0003090778,0.0001032161,0.0001902892,0.0006419905,0.0002435771,0.00009338181,0.0001890655,0.0009522308,0.00002136844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220705,"about_ca_system_score_gemma":0.001183422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413205,"about_ca_topic_score_gemma":0.002603159,"domain_scores_codex":[0.9971614,0.0001366032,0.0004300609,0.0004490841,0.001188598,0.0006342698],"domain_scores_gemma":[0.9981107,0.0004934918,0.00004748424,0.0004915476,0.0005368043,0.0003199577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01838716,0.01214298,0.01531674,0.001050067,0.0004145096,0.00003672552,0.01378976,0.0007427668,0.005952461,0.004869082,0.003729647,0.9235681],"study_design_scores_gemma":[0.015255,0.005092523,0.8993769,0.0001705272,0.0001640435,0.000005372717,0.003796813,0.05260362,0.007951396,0.01461269,0.000697083,0.0002739869],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873753,0.0004991062,0.001040016,0.001236303,0.0000840658,0.003690329,0.00001711972,0.00002258988,0.006035174],"genre_scores_gemma":[0.9968216,0.0001525418,0.0001985523,0.00003718618,0.0005088991,0.0008932645,0.000004825512,0.00003158441,0.001351568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9232941,"threshold_uncertainty_score":0.9986654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2983478444102007,"score_gpt":0.4934900005882836,"score_spread":0.1951421561780829,"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."}}