{"id":"W2588400622","doi":"10.1136/bmj.j752","title":"Continuing to deliver: the evidence base for pre-implantation genetic screening","year":2017,"lang":"en","type":"letter","venue":"BMJ","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Criticism; Medicine; Panorama; Retrospective cohort study; Family medicine; Political science; Surgery; Law; Computer science","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":[0.0004115809,0.0002038724,0.0003020449,0.00006701503,0.0001418587,0.0001119059,0.0003310637,0.0002780433,0.00002409045],"category_scores_gemma":[0.005054713,0.0001456761,0.0001339718,0.0000367732,0.00004399783,0.0000644884,0.0001051681,0.0005144306,0.00008626869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280785,"about_ca_system_score_gemma":0.00004958589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003339837,"about_ca_topic_score_gemma":0.00002525547,"domain_scores_codex":[0.9986227,0.00005680024,0.0002834142,0.0003481157,0.0003581941,0.0003308246],"domain_scores_gemma":[0.9969918,0.001754644,0.0002510837,0.000728278,0.0001838087,0.00009035062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001853902,0.000003702542,0.00100648,0.0002289355,0.00004440179,0.000363214,0.0002109157,0.00004416325,0.00004662623,0.000001316697,0.9519555,0.04590934],"study_design_scores_gemma":[0.001248491,0.0006188188,0.07198872,0.01305116,0.001023239,0.0006465195,0.0000479324,0.002195795,0.0004719606,0.00004293335,0.9081461,0.0005183113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01020867,0.001748772,0.07841218,0.9036231,0.0006546009,0.004056316,0.0002481907,0.00009677219,0.0009513847],"genre_scores_gemma":[0.05711725,0.0001904359,0.08534976,0.8160238,0.02355672,0.0006920678,0.0006842322,0.0001527303,0.01623296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08759926,"threshold_uncertainty_score":0.6051329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065952050529997,"score_gpt":0.3656940607728416,"score_spread":0.2950345402675416,"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."}}