{"id":"W2904882484","doi":"10.1093/jncics/pky061","title":"Population Frequency of Serous Tubal Intraepithelial Carcinoma (STIC) in Clinical Practice Using SEE-Fim Protocol","year":2018,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Serous carcinoma; Medicine; Salpingectomy; Serous fluid; Gynecology; Population; Fallopian tube; Medical diagnosis; Ovarian cancer; Obstetrics; Pathology; Cancer; Internal medicine; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.000444071,0.0002022913,0.0005428791,0.0001242449,0.00005487442,0.00001704507,0.00008687567,0.0001543901,0.0005344407],"category_scores_gemma":[0.0002282267,0.0001724918,0.0001215389,0.0003456238,0.0001092582,0.0001864474,0.00003673154,0.0002587831,0.00002309603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008596607,"about_ca_system_score_gemma":0.000568594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02529567,"about_ca_topic_score_gemma":0.003154951,"domain_scores_codex":[0.9979142,0.0001277556,0.000853816,0.0004304776,0.0003292258,0.0003445264],"domain_scores_gemma":[0.9988493,0.00009171809,0.0004042234,0.0003862079,0.0001315215,0.000137072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226808,0.0008161442,0.9869745,0.0001154678,0.00009224195,0.0001108129,0.0002942178,0.000008845183,0.0002840442,0.0004967687,0.0003295437,0.009250605],"study_design_scores_gemma":[0.005030619,0.001619752,0.9863561,0.0002990019,0.000241598,0.00006514477,0.00004831593,0.0008088809,0.002881262,0.0003911851,0.002082123,0.0001759542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729978,0.0001194431,0.0001104172,0.001971389,0.0008712068,0.0220382,0.00002792706,0.00003270417,0.001830944],"genre_scores_gemma":[0.9855084,0.00002383615,0.004538154,0.0004420296,0.002432187,0.006971441,0.000006821527,0.00003301655,0.00004411806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214072,"threshold_uncertainty_score":0.981195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185376780744552,"score_gpt":0.4253046129263741,"score_spread":0.3734508451189286,"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."}}