{"id":"W2027207177","doi":"10.1186/1472-6874-4-s1-s13","title":"Cancer of the Uterine Cervix","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Incidence (geometry); Cytology; Triage; Cancer; Gynecology; Cervix; Obstetrics; Internal medicine; Pathology; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002429722,0.00006065001,0.0002108514,0.00003443546,0.00005955546,0.000003673456,0.0001046082,0.00002586397,0.003251565],"category_scores_gemma":[0.00002553054,0.00003693323,0.00004206948,0.0002610523,0.00006079749,0.00001659815,0.00006340883,0.0001454579,0.0000160808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396764,"about_ca_system_score_gemma":0.001726118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633592,"about_ca_topic_score_gemma":0.001194452,"domain_scores_codex":[0.9990129,0.00002914646,0.0001886283,0.0001251292,0.0003170321,0.0003271666],"domain_scores_gemma":[0.9993525,0.00001704884,0.00004990575,0.0002902705,0.00007241064,0.0002178772],"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":[0.005104538,0.002187172,0.3999845,0.02397525,0.0002812749,0.0000194596,0.02356465,0.0005313371,0.002959185,0.01694121,0.01012268,0.5143287],"study_design_scores_gemma":[0.002748027,0.0006104512,0.940864,0.00007123247,0.000004421817,0.000008723213,0.0002728443,0.00001152408,0.0009425923,0.0008494926,0.05355752,0.00005917894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696929,0.001460891,0.0001029046,0.01736951,0.0002123619,0.0005957802,0.00003422032,0.00002847081,0.01050295],"genre_scores_gemma":[0.9944367,0.0004151135,0.0001477087,0.003038947,0.0001951669,0.00006169597,0.000001587706,0.00001132626,0.001691785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408794,"threshold_uncertainty_score":0.9976596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724765356784798,"score_gpt":0.4189249443626646,"score_spread":0.3616772907948166,"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."}}