{"id":"W1983007481","doi":"10.1002/pd.2235","title":"An evaluation of the decision‐making process regarding amniocentesis following a screen‐positive maternal serum screen result","year":2009,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Amniocentesis; Miscarriage; Anxiety; Medicine; Obstetrics; Pregnancy; Gynecology; Prenatal diagnosis; Family medicine; Psychiatry; Fetus","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":[0.004970447,0.0002188017,0.0002217525,0.0004605093,0.000613652,0.0008792279,0.0002526936,0.0003989956,0.002384263],"category_scores_gemma":[0.027392,0.0001401019,0.0003215,0.0002811744,0.0003733554,0.0003840026,0.0003653735,0.0005521794,0.0001930419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261911,"about_ca_system_score_gemma":0.001817407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664321,"about_ca_topic_score_gemma":0.007008413,"domain_scores_codex":[0.9976037,0.001702454,0.0001469088,0.0000637477,0.0003114767,0.0001717898],"domain_scores_gemma":[0.9811795,0.01284881,0.002736531,0.0002200524,0.001179949,0.001835117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006457427,0.004234351,0.8749561,0.0002763468,0.0001434232,0.0007019039,0.01175037,0.0009974625,0.0009802148,0.0003331737,0.001380634,0.09778863],"study_design_scores_gemma":[0.0004722434,0.01027013,0.9579242,0.0001366261,0.000114369,0.0007946488,0.0179524,0.007605873,0.001008103,0.0005798226,0.00306497,0.00007667441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989325,0.00005573715,0.00008121355,0.0001213613,0.000004741743,0.00006886067,0.00002763985,0.000002535445,0.0007053426],"genre_scores_gemma":[0.9988649,0.0000921207,0.0005127898,0.00004457573,0.000006661934,0.0000633512,0.00006513965,8.801702e-7,0.0003496136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004970447,"threshold_uncertainty_score":0.02628654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538632412811246,"score_gpt":0.338942130820682,"score_spread":0.3135558066925695,"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."}}