{"id":"W4231357764","doi":"10.1017/cbo9780511545566.019","title":"Assisted reproduction","year":2008,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; York University","funders":"","keywords":"Reproduction; Computer science; Biology; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005529354,0.0002758469,0.0004208685,0.0001567569,0.0001485348,0.0000107398,0.0001469791,0.0004053219,0.000006039575],"category_scores_gemma":[0.00007669059,0.0003137939,0.0002233396,0.000007929271,0.0002116527,0.00004146329,0.0001728254,0.0005326441,0.00003945582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976186,"about_ca_system_score_gemma":0.0001365191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842905,"about_ca_topic_score_gemma":6.940577e-7,"domain_scores_codex":[0.9987684,0.00001659954,0.0001639477,0.0005576428,0.0002907007,0.0002027445],"domain_scores_gemma":[0.9986171,0.0000551832,0.0001658632,0.0007405191,0.0001955416,0.0002258276],"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":[0.000808452,0.00005175748,0.00003447329,0.0002225496,0.0004570899,0.005632452,0.00004251193,0.000002317275,0.0001133503,0.2329914,0.741349,0.0182947],"study_design_scores_gemma":[0.0008845698,0.0001364674,0.0006602284,0.000367228,0.0004801605,0.0006249115,0.000006607145,0.00001360581,0.0005101932,8.707344e-7,0.9960176,0.0002975324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002808756,0.0004622312,0.0001526318,0.00004703904,0.0002565111,0.0003452041,0.00009726676,0.0002890652,0.9980692],"genre_scores_gemma":[0.002475325,0.0005176187,0.0003158438,0.00007512568,0.0003807876,3.682511e-7,0.0002266424,0.00004587979,0.9959624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2546687,"threshold_uncertainty_score":0.9999314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850488281367793,"score_gpt":0.2187096938581344,"score_spread":0.1802048110444565,"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."}}