{"id":"W2152399899","doi":"10.1503/cmaj.061690","title":"Where are we going with preimplantation genetic diagnosis?","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Preimplantation genetic diagnosis; Reproduction; Computer science; Medicine; Biology; Genetics; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008731523,0.0001068687,0.0001845155,0.0001608713,0.0001971437,0.00006031567,0.00008988781,0.0002756981,0.0008583947],"category_scores_gemma":[0.001513001,0.00008687121,0.00004325787,0.0002090115,0.00002592881,0.00008195337,0.00000731342,0.0007264802,0.00009814263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007224054,"about_ca_system_score_gemma":0.001267762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113796,"about_ca_topic_score_gemma":0.08971497,"domain_scores_codex":[0.9978899,0.00005129186,0.0003112478,0.0001278874,0.001140322,0.0004792912],"domain_scores_gemma":[0.9969617,0.0004395069,0.0002184527,0.0000788886,0.0002847891,0.002016691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003310683,0.00002427689,0.8626904,0.00002288353,0.00007257982,0.003213562,0.0001400223,0.00001120265,0.00000273761,0.0000280254,0.07815119,0.05561005],"study_design_scores_gemma":[0.001591418,0.000226635,0.8090774,0.001065838,0.00009499515,0.003052756,0.0004530083,0.0001375054,0.00005596926,0.00004526342,0.1840482,0.0001510235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872748,0.0043661,0.007970625,0.1002346,0.001006018,0.0004191578,0.00005494559,0.0001056357,0.01309501],"genre_scores_gemma":[0.9884898,0.001711288,0.001633512,0.005872283,0.001859066,0.000006505231,0.00001492603,0.00002318274,0.0003894244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157419,"threshold_uncertainty_score":0.939882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00995148374349765,"score_gpt":0.2477956317937449,"score_spread":0.2378441480502473,"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."}}