{"id":"W4385616456","doi":"10.14740/jcgo876","title":"Prognostic Scoring and Outcome of Gestational Trophoblastic Disease Patients","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational trophoblastic disease; Outcome (game theory); Obstetrics; Disease; Gynecology; Internal medicine; Pregnancy; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262516,0.0001600762,0.0002024189,0.0008783198,0.0002568421,0.0004194847,0.0001982526,0.0002104376,0.001028017],"category_scores_gemma":[0.003490818,0.0001019116,0.000198264,0.0011696,0.0002487153,0.0002966385,0.0003715343,0.0003574024,0.0001363756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433275,"about_ca_system_score_gemma":0.0003355684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382024,"about_ca_topic_score_gemma":0.001543773,"domain_scores_codex":[0.9995054,0.000158112,0.00009211369,0.00006669452,0.00008603481,0.00009166781],"domain_scores_gemma":[0.9983326,0.0003650512,0.000826378,0.00006492593,0.0001453923,0.0002655854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004827244,0.000004181927,0.999135,0.000003489129,0.000005069488,0.00006397658,0.0000177732,0.00002298054,0.00003020124,0.000006733751,0.00003387627,0.000628611],"study_design_scores_gemma":[0.000007750617,0.00009130294,0.9976894,0.00001040793,0.00002057344,0.001313256,0.0002133836,0.0002632504,0.0001107206,0.0000628473,0.0002123159,0.00000484272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990305,0.0002690322,0.00006953118,0.00004751536,0.000006309304,0.00000538897,0.0002948868,0.000001719999,0.0002751459],"genre_scores_gemma":[0.9993643,0.0001041834,0.00005486691,0.00000491047,0.000005658193,0.000004284074,0.0004270186,4.979184e-7,0.00003429148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001382024,"threshold_uncertainty_score":0.003439128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07283664145131502,"score_gpt":0.3868847194161585,"score_spread":0.3140480779648435,"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."}}