{"id":"W4386843755","doi":"10.1136/ijgc-2023-004526","title":"Gestational trophoblastic neoplasia: does centralization of care impact clinical management?","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Gestational trophoblastic neoplasia; Obstetrics; Chemotherapy; Human chorionic gonadotropin; Gynecology; Referral; Retrospective cohort study; Chemotherapy regimen; Choriocarcinoma; Gestational age; Pregnancy; Internal medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02669563,0.000383646,0.001211242,0.001948935,0.001314984,0.006505459,0.00220138,0.001493617,0.007878723],"category_scores_gemma":[0.1304969,0.0005430627,0.001310954,0.007229631,0.001852955,0.005418313,0.003995533,0.002488192,0.0003328593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007191735,"about_ca_system_score_gemma":0.02256492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03395939,"about_ca_topic_score_gemma":0.03696264,"domain_scores_codex":[0.9634627,0.02684906,0.00321334,0.001352049,0.002739499,0.002383335],"domain_scores_gemma":[0.8846267,0.06520297,0.02853773,0.005396481,0.0100327,0.006203403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005466726,0.0009269512,0.7890342,0.003032905,0.0033951,0.0003003671,0.004012242,0.0009426258,0.0004113448,0.01155044,0.00547914,0.1754479],"study_design_scores_gemma":[0.000845935,0.002736631,0.9538978,0.007350599,0.002847414,0.0003778968,0.01020982,0.000780665,0.0004774827,0.003559048,0.01684741,0.0000692791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758011,0.1472662,0.001118006,0.0641737,0.001768421,0.0005715404,0.001621363,0.00003841148,0.02543142],"genre_scores_gemma":[0.9793408,0.014565,0.001086423,0.003365678,0.0006979532,0.0001691095,0.0003340096,0.00002722686,0.0004138885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395939,"threshold_uncertainty_score":0.1411816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458680769011081,"score_gpt":0.412889556750872,"score_spread":0.3883027490607612,"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."}}