{"id":"W4403459342","doi":"10.2196/58439","title":"Internet-Based Abnormal Chromosomal Diagnosis During Pregnancy Using a Noninvasive Innovative Approach to Detecting Chromosomal Abnormalities in the Fetus: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR Bioinformatics and Biotechnology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miscarriage; Amniocentesis; Medicine; Chorionic villus sampling; Prenatal diagnosis; Pregnancy; Bioinformatics; CINAHL; Cell-free fetal DNA; Obstetrics; Psychological intervention; Fetus; Biology; Genetics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002756152,0.0008829479,0.002263617,0.0122971,0.0005838149,0.002251298,0.001296788,0.002010485,0.005389731],"category_scores_gemma":[0.01693752,0.0004432907,0.002419741,0.0126636,0.0007138794,0.002185857,0.001058729,0.0009971339,0.0007363401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801167,"about_ca_system_score_gemma":0.006740244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846964,"about_ca_topic_score_gemma":0.009061962,"domain_scores_codex":[0.9979279,0.0005543664,0.0007389523,0.000174982,0.000525624,0.00007817555],"domain_scores_gemma":[0.9851736,0.01199193,0.001425679,0.0001566356,0.001135694,0.0001166081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001022189,0.00004631148,0.001265831,0.6455396,0.0008705148,0.0003727652,0.0004091001,0.0001701317,0.0002717378,0.0008820834,0.006365525,0.3437042],"study_design_scores_gemma":[0.00003258302,0.0001003632,0.004139675,0.8963646,0.006640154,0.001477584,0.0005302051,0.0001015419,0.000244538,0.0004479437,0.08989159,0.00002934633],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003138402,0.9983858,0.00008709145,0.0001844345,0.00009443361,0.00006195618,0.0000988801,0.0000044511,0.0007690952],"genre_scores_gemma":[0.001695026,0.9977341,0.0001933674,0.0001299269,0.00005164031,0.00005781532,0.00005816617,0.000001470708,0.00007849367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0122971,"threshold_uncertainty_score":0.01803041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289503931411529,"score_gpt":0.2966834989310861,"score_spread":0.2637884596169708,"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."}}