{"id":"W4403439247","doi":"10.1503/cmaj.231489","title":"Diagnosis and management of early pregnancy loss","year":2024,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Pregnancy; Computer science; Data science; Medicine; Obstetrics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007832148,0.0007032728,0.001222054,0.003591263,0.000378188,0.0008045255,0.001166958,0.001058965,0.004397749],"category_scores_gemma":[0.003225771,0.0002409677,0.0005296082,0.001340709,0.0005207158,0.0007610313,0.0005372116,0.002219385,0.001823734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008769517,"about_ca_system_score_gemma":0.001240205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161035,"about_ca_topic_score_gemma":0.005217628,"domain_scores_codex":[0.999576,0.00009037083,0.00006144751,0.00005801388,0.0001774292,0.00003666819],"domain_scores_gemma":[0.9991653,0.0004478054,0.0001427666,0.00001566125,0.0001656561,0.00006277423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003257187,0.00002973213,0.0003504481,0.009219403,0.00005855689,0.0003513197,0.00003620093,0.0001334115,0.0001547142,0.001124013,0.05054298,0.9379668],"study_design_scores_gemma":[0.00007106605,0.0001503513,0.005990123,0.06330488,0.0005332654,0.02209342,0.0003263173,0.0003477183,0.0004760067,0.006555631,0.9000778,0.00007339573],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005404224,0.9982811,0.0001015399,0.0005129825,0.0002377192,0.000004442365,0.0000145028,0.00000583231,0.0007878288],"genre_scores_gemma":[0.001045396,0.9976051,0.0002187577,0.00037994,0.0004539089,0.000006073798,0.00003706995,0.00000180116,0.0002519952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004397749,"threshold_uncertainty_score":0.01471192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728839639920236,"score_gpt":0.3129679236331283,"score_spread":0.285679527233926,"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."}}