{"id":"W3128361515","doi":"10.5858/2001-125-0081-cgh","title":"Comparative Genomic Hybridization","year":2001,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Comparative genomic hybridization; Aneuploidy; Biology; Amniotic fluid; Cytogenetics; Abortion; Fetus; Andrology; In situ hybridization; Pathology; Pregnancy; Obstetrics; Genome; Genetics; Medicine; Chromosome; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679338,0.0001414908,0.0004981584,0.0001871082,0.00004940653,0.000001290616,0.0001010437,0.00005575232,0.0001115797],"category_scores_gemma":[0.0005028986,0.000112455,0.00003868917,0.0002519415,0.0007811005,0.00003912918,0.00004652264,0.0001844832,0.00002645741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377624,"about_ca_system_score_gemma":0.0001187431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001916302,"about_ca_topic_score_gemma":0.000009214158,"domain_scores_codex":[0.9989504,0.0001253912,0.0003398776,0.0002325349,0.0001477973,0.0002039943],"domain_scores_gemma":[0.9988265,0.0004702399,0.0001498676,0.0002998278,0.00009702083,0.000156541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00129945,0.0004427467,0.341994,0.0001353721,0.0001829669,0.002818108,0.006859738,0.00009586316,0.6279405,0.004720667,0.004879219,0.008631276],"study_design_scores_gemma":[0.004703126,0.002213504,0.9572173,0.0004688198,0.0003013769,0.0007030898,0.00101731,0.0006163193,0.01835489,0.001143667,0.01303755,0.000223036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735784,0.002185604,0.004306527,0.00121318,0.0001573151,0.000211335,0.00003208585,0.00006777859,0.01824778],"genre_scores_gemma":[0.9952573,0.0005119374,0.002823307,0.0008526162,0.0002424967,0.00000871051,0.0001203918,0.00001361544,0.0001696631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152233,"threshold_uncertainty_score":0.4585783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439111334167462,"score_gpt":0.301275737210217,"score_spread":0.2768846238685424,"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."}}