{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397465,0.0002326456,0.0001358025,0.0001962597,0.0001902627,0.000453975,0.0002098111,0.000298919,0.002513873],"category_scores_gemma":[0.0001705856,0.000169087,0.0001970967,0.0001283057,0.0002716662,0.0004398792,0.0003481494,0.0004143993,0.0005386386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068504,"about_ca_system_score_gemma":0.0004602151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007018262,"about_ca_topic_score_gemma":0.00102677,"domain_scores_codex":[0.9999375,0.0000174531,0.000002772231,0.00001231222,0.00001996953,0.000009905689],"domain_scores_gemma":[0.9999577,0.00002250985,0.000004526543,0.000004336212,0.000006134011,0.000004914946],"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":[0.0001158066,0.00002827723,0.001148471,0.0002651625,0.000008980809,0.0004010281,0.0003110072,0.001296067,0.9437771,0.02552935,0.0004815647,0.02663717],"study_design_scores_gemma":[0.0000179632,0.0002478299,0.004846458,0.000107778,0.00003605651,0.0009946824,0.0003372183,0.003554251,0.8756475,0.01129905,0.1028952,0.00001597668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6965856,0.04013968,0.1635131,0.001849598,0.0003214483,0.0002401157,0.001526393,0.0002475887,0.09557655],"genre_scores_gemma":[0.891933,0.03510272,0.04593809,0.00052728,0.00008112717,0.0001118847,0.0009769019,0.00007354001,0.02525555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002513873,"threshold_uncertainty_score":0.008409798,"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."}}