{"id":"W4284895739","doi":"10.1002/jgc4.1606","title":"Factors associated with <scp>US</scp> and Canadian genetic counselors' testing decisions during pregnancy","year":2022,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources","keywords":"Genetic counseling; Genetic testing; Public health; Human genetics; Pregnancy; Medicine; Psychology; Family medicine; Genetics; Biology; Nursing; Internal medicine; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001810019,0.0001544768,0.0001871958,0.001147267,0.001896003,0.001227281,0.0006520097,0.0004899101,0.003090644],"category_scores_gemma":[0.02004275,0.0001763403,0.0003531219,0.002097513,0.0007276291,0.0002522757,0.0006534876,0.0007467655,0.0001272518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008630573,"about_ca_system_score_gemma":0.01739344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.919336,"about_ca_topic_score_gemma":0.9210227,"domain_scores_codex":[0.9971021,0.000468207,0.0002122488,0.0001698855,0.001479193,0.0005683323],"domain_scores_gemma":[0.9890696,0.002947809,0.002809535,0.0002003375,0.00219204,0.002780656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005879016,0.00004360634,0.9846402,0.00003330294,0.00002871,0.0002098843,0.003866473,0.0001220104,0.0001403388,0.0001905761,0.001102965,0.009563092],"study_design_scores_gemma":[0.000005082942,0.00002714577,0.9928584,0.00005524202,0.00001634677,0.0001927213,0.004976989,0.0003526573,0.00004992804,0.00004172042,0.001409492,0.00001432464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992077,0.0004062463,0.00006781324,0.001305153,0.00001242106,0.00003167751,0.0004150649,0.000006398268,0.005678202],"genre_scores_gemma":[0.9987805,0.000257602,0.0001305686,0.0001279143,0.000005327374,0.000008552212,0.0001679178,0.000002931049,0.0005186163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08066404,"threshold_uncertainty_score":0.1622781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162178712477416,"score_gpt":0.2405317428202925,"score_spread":0.2089099556955183,"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."}}