{"id":"W2806327596","doi":"10.1126/science.aas9302","title":"Exploring early human embryo development","year":2018,"lang":"en","type":"article","venue":"Science","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Embryo; Embryogenesis; Cell biology; Biology; Computational biology","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":[0.0004388689,0.00005858528,0.00003901408,0.00006272958,0.0003805914,0.00004932621,0.0004488342,0.00001893449,0.00002113247],"category_scores_gemma":[0.00004412225,0.00005355659,0.00001390631,0.0002278272,0.0005016763,0.00001128713,0.0003113651,0.00003844193,0.0002091074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002296768,"about_ca_system_score_gemma":0.0001717805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009927081,"about_ca_topic_score_gemma":0.0000169996,"domain_scores_codex":[0.998951,0.00001134565,0.0000837394,0.0003228281,0.0003087846,0.0003223104],"domain_scores_gemma":[0.9994919,0.000001672915,0.00001820901,0.0002606061,0.0001249114,0.0001026442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003153693,0.000009070804,0.001117762,0.000002054865,0.000001734137,0.000001011474,0.0001156916,2.695626e-7,0.9939691,0.0000297449,0.00005597731,0.004694433],"study_design_scores_gemma":[0.00006718563,0.0001006424,0.1048608,0.00000525376,3.916704e-7,0.000002080269,0.00002098499,0.000004934129,0.8787113,0.00001134106,0.01613989,0.00007518151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928846,0.00002937082,0.0002247915,0.00002511556,0.0001389839,0.00006091571,3.491741e-7,0.000009459506,0.006626373],"genre_scores_gemma":[0.9966463,0.000007091834,0.001148142,0.00003698043,0.0001462039,0.00001420454,0.000001717838,0.000005493244,0.001993878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152578,"threshold_uncertainty_score":0.292724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0970014655985618,"score_gpt":0.3207832830101449,"score_spread":0.223781817411583,"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."}}