{"id":"W1987645400","doi":"10.1086/324468","title":"The Origin of Abnormalities in Recurrent Aneuploidy/Polyploidy","year":2001,"lang":"en","type":"article","venue":"The American Journal of Human Genetics","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Aneuploidy; Genetics; Biology; Chromosome; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005704989,0.0001017497,0.000312137,0.00008623006,0.00009038323,0.00001489414,0.0003043378,0.00001611899,0.00001266976],"category_scores_gemma":[0.000158115,0.00005416548,0.00009880638,0.0002359697,0.0005656432,0.00002273863,0.00004970131,0.000312637,0.000002419367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003766144,"about_ca_system_score_gemma":0.00008683676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088402,"about_ca_topic_score_gemma":0.00005238238,"domain_scores_codex":[0.9987347,0.0001267115,0.0005145829,0.00006259255,0.0003453062,0.0002161633],"domain_scores_gemma":[0.9985821,0.000393362,0.000520103,0.0002728748,0.0001402872,0.00009132619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002856358,0.0006915826,0.7141952,0.00006351586,0.0003514057,0.0004957046,0.005802152,0.001014453,0.006517222,0.001873394,0.004617303,0.2615217],"study_design_scores_gemma":[0.002512131,0.01182368,0.9471215,0.0006322683,0.000342012,0.002029094,0.008675073,0.0002778535,0.006013958,0.002511344,0.01776396,0.0002971152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994424,0.00379259,0.00005410031,0.0008883341,0.00009731229,0.00007703915,0.000002707372,0.000005042499,0.0006588051],"genre_scores_gemma":[0.9954543,0.00368111,0.0003257925,0.0001675082,0.0002293732,0.000001212173,9.304113e-7,0.00001270475,0.000127137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612246,"threshold_uncertainty_score":0.2208804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937913759326298,"score_gpt":0.3147577955855676,"score_spread":0.2853786579923046,"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."}}