{"id":"W1984596338","doi":"10.1002/pd.3856","title":"Referral patterns for microarray testing in prenatal diagnosis","year":2012,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Referral; Medicine; Prenatal diagnosis; Genetic testing; Pediatrics; Obstetrics; Family medicine; Pregnancy; Fetus; Biology; Genetics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002139321,0.0001919462,0.0001805053,0.001795346,0.0005612157,0.0004739923,0.0005969731,0.000646381,0.001152965],"category_scores_gemma":[0.01335908,0.0001755218,0.0001698619,0.001444739,0.0005082011,0.0002983118,0.0004637895,0.0004069996,0.0002315552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485622,"about_ca_system_score_gemma":0.001280703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04929448,"about_ca_topic_score_gemma":0.06706509,"domain_scores_codex":[0.9971859,0.0009850556,0.0002807927,0.000380334,0.0008236651,0.0003442977],"domain_scores_gemma":[0.9920756,0.002754437,0.002832364,0.0001832725,0.00155036,0.0006040959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000966841,0.00001738654,0.9919266,0.00001781081,0.00001146948,0.0005661261,0.000307765,0.0001121116,0.0009030068,0.00004576294,0.0004735175,0.005521889],"study_design_scores_gemma":[0.000009287937,0.00008937759,0.9900098,0.00006800922,0.00002255511,0.005405465,0.001556487,0.0009311947,0.001006644,0.00005463068,0.0008327186,0.00001376956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966893,0.0008420363,0.0004464122,0.000645169,0.00001230079,0.0000181725,0.0001602938,0.00002125322,0.001165123],"genre_scores_gemma":[0.9985032,0.0003056617,0.0007416965,0.0001960375,0.000007355428,0.000007792886,0.0001321163,0.000007760313,0.00009826908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04929448,"threshold_uncertainty_score":0.09801507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06307827925551736,"score_gpt":0.3073434032244345,"score_spread":0.2442651239689172,"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."}}