{"id":"W4407563977","doi":"10.31579/2767-7370/097","title":"Trophoblast Disease: Pathophysiology, Diagnosis, and Treatment","year":2024,"lang":"en","type":"article","venue":"New Medical Innovations and Research","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Pathophysiology; Trophoblast; Disease; Medicine; Intensive care medicine; Biology; Internal medicine; Pregnancy; Genetics; Placenta; Fetus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004691842,0.0005705547,0.0008185078,0.001384021,0.0006608101,0.001136334,0.0006019848,0.001187624,0.002303631],"category_scores_gemma":[0.00146839,0.0002246551,0.0005287938,0.0007159024,0.0008328966,0.0008085662,0.000970907,0.002233737,0.001076073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017236,"about_ca_system_score_gemma":0.001013903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547731,"about_ca_topic_score_gemma":0.001264831,"domain_scores_codex":[0.9996037,0.0001031471,0.00006486647,0.00006060422,0.0001112897,0.00005650567],"domain_scores_gemma":[0.999676,0.00008982735,0.00006550871,0.00002632864,0.00007477286,0.0000675847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005326403,0.0002138721,0.02666054,0.004039946,0.0001520887,0.03538698,0.0004762924,0.001089762,0.01136049,0.01566043,0.04502167,0.8594052],"study_design_scores_gemma":[0.0001336354,0.0004556525,0.02266198,0.005185978,0.000333031,0.3373596,0.001020388,0.002438147,0.008463254,0.02370801,0.5981314,0.0001088923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01525463,0.9374222,0.008299767,0.01672593,0.001414795,0.0001033004,0.0002388284,0.0002227905,0.02031786],"genre_scores_gemma":[0.2254649,0.7337823,0.01773176,0.006459248,0.005849206,0.0001779536,0.0009846532,0.00008024769,0.009469694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002303631,"threshold_uncertainty_score":0.007706404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08244477574649604,"score_gpt":0.4230653121463969,"score_spread":0.3406205363999008,"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."}}