{"id":"W2583141155","doi":"10.1002/dvdy.24490","title":"Quantifying three‐dimensional morphology and RNA from individual embryos","year":2017,"lang":"en","type":"article","venue":"Developmental Dynamics","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Bone and Joint Health Institute; University of Calgary","funders":"National Institute of Dental and Craniofacial Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Morphology (biology); Embryo; RNA; Evolutionary biology; Cell biology; Zoology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004351275,0.0003717492,0.0002896595,0.001107361,0.0004848406,0.0006023191,0.0004420219,0.0005764178,0.001418678],"category_scores_gemma":[0.0005677536,0.0003533153,0.0003991014,0.0004731101,0.0006252939,0.0003493264,0.0003935797,0.0008128327,0.001133569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267185,"about_ca_system_score_gemma":0.0002831759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004180882,"about_ca_topic_score_gemma":0.001195202,"domain_scores_codex":[0.9995938,0.00002897999,0.00004170532,0.0001459277,0.0001629219,0.0000267037],"domain_scores_gemma":[0.9995104,0.000165278,0.0001041968,0.0001012152,0.00008544251,0.00003352224],"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":[0.000008996824,0.00000444769,0.0002789905,0.00002322002,0.000002944701,0.00002864463,0.00003016576,0.0001138924,0.9951444,0.0001462944,0.00003408323,0.00418383],"study_design_scores_gemma":[0.000004883053,0.00007287433,0.0111171,0.00001481328,0.00002670081,0.0003682008,0.00005241728,0.002391027,0.9802079,0.0003851509,0.005343806,0.00001507921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4763659,0.001560881,0.5056961,0.0002446941,0.0002490257,0.0003879023,0.005296546,0.002124212,0.0080748],"genre_scores_gemma":[0.5128012,0.003039569,0.4660166,0.0002960011,0.00008750844,0.001067384,0.007226043,0.0009957023,0.008470084],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001418678,"threshold_uncertainty_score":0.00474596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08618013488202303,"score_gpt":0.3100320847424515,"score_spread":0.2238519498604285,"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."}}