{"id":"W4386948919","doi":"10.1016/j.ygyno.2023.06.326","title":"Gestational trophoblastic neoplasia (GTN): Does centralization of care impact clinical management? (2206)","year":2023,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Gestational trophoblastic neoplasia; Medicine; Referral; Malignancy; Obstetrics; Health care; Gestation; Gynecology; Choriocarcinoma; 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":[0.01178306,0.0002087212,0.0005170105,0.0008695525,0.0005133939,0.002822391,0.0007028296,0.0008597886,0.006880743],"category_scores_gemma":[0.06717541,0.0002463352,0.0008199828,0.003897356,0.0006361618,0.001991529,0.001235083,0.001268602,0.0004879603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047021,"about_ca_system_score_gemma":0.007521014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017819,"about_ca_topic_score_gemma":0.03036628,"domain_scores_codex":[0.9919659,0.005554755,0.0007256955,0.0003399242,0.0008658323,0.0005479041],"domain_scores_gemma":[0.9570299,0.02373987,0.01269659,0.00138858,0.003315682,0.001829363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002727812,0.0003454655,0.7956954,0.002481395,0.002142469,0.0001806925,0.001218277,0.0002736344,0.0001997809,0.004287362,0.0108597,0.179588],"study_design_scores_gemma":[0.0006586279,0.00204819,0.955047,0.007517023,0.002970954,0.0003949183,0.004311987,0.0002374206,0.000320209,0.002050303,0.02440993,0.00003349774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984057,0.175495,0.0007418588,0.07080012,0.002166841,0.0003822922,0.004368307,0.00003300721,0.04760681],"genre_scores_gemma":[0.9534066,0.03361737,0.001170862,0.008293946,0.00139424,0.0001923267,0.001082465,0.00001850645,0.0008237918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02017819,"threshold_uncertainty_score":0.06231552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459110795411251,"score_gpt":0.398343357060822,"score_spread":0.3737522491067095,"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."}}