{"id":"W2948235402","doi":"10.20944/preprints201906.0030.v1","title":"Is Excessive Prenatal Ultrasonography a Risk Factor for Autism? A Literature Review","year":2019,"lang":"en","type":"review","venue":"Preprints.org","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Salman Center for Disability Research; McGill University","keywords":"Autism; Pregnancy; Fetus; Medicine; Prenatal care; Prenatal development; Autism spectrum disorder; Obstetrics; Psychiatry; Clinical psychology; Environmental health; Population; Genetics","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":[0.001283157,0.0008143108,0.0019846,0.007820405,0.0005114772,0.001414373,0.001272903,0.001293906,0.005392656],"category_scores_gemma":[0.006799335,0.0005150202,0.001978747,0.006983877,0.0007283314,0.001700374,0.0006426812,0.001007214,0.0005775088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855494,"about_ca_system_score_gemma":0.003485661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244135,"about_ca_topic_score_gemma":0.005922287,"domain_scores_codex":[0.9991437,0.000152329,0.0003275131,0.0001491779,0.0001904523,0.000036727],"domain_scores_gemma":[0.9928912,0.005602307,0.0008336009,0.00006063821,0.0005210376,0.00009124845],"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":[0.0001672863,0.00009783957,0.006909377,0.305703,0.001189726,0.001375135,0.0006775502,0.0002820357,0.0003256506,0.002003066,0.02776949,0.6534999],"study_design_scores_gemma":[0.00005653408,0.0002301333,0.0321961,0.5411947,0.01161069,0.01590235,0.001466469,0.0003067743,0.0003788927,0.003183899,0.3933523,0.000121074],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003211598,0.9986676,0.00005332569,0.0004104241,0.00009617114,0.000009575652,0.0000880422,0.000004022181,0.0003497799],"genre_scores_gemma":[0.001538922,0.9979024,0.0001085413,0.0002003508,0.0001134223,0.00001228963,0.00007067432,0.000001190365,0.00005231334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007820405,"threshold_uncertainty_score":0.0180403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09368996647220225,"score_gpt":0.3534445171685939,"score_spread":0.2597545506963916,"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."}}