{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563166,0.0003183481,0.0004412025,0.001549443,0.001342082,0.001439182,0.0006523056,0.00156446,0.04805393],"category_scores_gemma":[0.003727278,0.0001499156,0.0004644587,0.001897679,0.0006456043,0.000623385,0.001211802,0.001063751,0.01068191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685802,"about_ca_system_score_gemma":0.008118099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1119946,"about_ca_topic_score_gemma":0.1163103,"domain_scores_codex":[0.9993185,0.00007362245,0.00005010709,0.00008369372,0.0003162245,0.0001579502],"domain_scores_gemma":[0.998692,0.000166527,0.0001245259,0.00006536813,0.0007164385,0.0002350955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005779176,0.00002959296,0.01235668,0.002061629,0.00003466975,0.0007025118,0.0002868987,0.00004910189,0.00065158,0.003239764,0.6133612,0.3671685],"study_design_scores_gemma":[0.00001345585,0.00003592791,0.02715008,0.002357993,0.00005060601,0.002130019,0.000312024,0.00003002476,0.0002325622,0.0005608495,0.9671127,0.00001384114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01373828,0.3384862,0.0009390297,0.1287861,0.02436313,0.0006263153,0.02750734,0.0006508073,0.4649029],"genre_scores_gemma":[0.1541782,0.3766224,0.002243339,0.04777846,0.01694975,0.0003857697,0.02811916,0.0001872019,0.3735357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1119946,"threshold_uncertainty_score":0.2226855,"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."}}