{"id":"W4285803955","doi":"10.3410/f.742235637.793594197","title":"Faculty Opinions recommendation of Differential single cell responses of embryonic stem cells versus embryoid bodies to gravity mechanostimulation.","year":2022,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Embryoid body; Embryonic stem cell; Differential (mechanical device); Stem cell; Biology; Cell biology; Engineering; Adult stem cell; Genetics; Aerospace engineering","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":[0.001420214,0.00269275,0.001853277,0.002737887,0.0008683578,0.002601522,0.002751245,0.003547174,0.06085625],"category_scores_gemma":[0.007146002,0.0006795342,0.002067692,0.003132741,0.0004096203,0.001219229,0.001781034,0.001786236,0.09886797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349685,"about_ca_system_score_gemma":0.002132172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206323,"about_ca_topic_score_gemma":0.05237017,"domain_scores_codex":[0.9986148,0.0001805084,0.0001342192,0.0004738898,0.000402492,0.0001941754],"domain_scores_gemma":[0.9968266,0.0009687888,0.0002918316,0.0006964604,0.0008246563,0.000391552],"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":[0.0001201854,0.00004308872,0.001266517,0.0009051124,0.00004913172,0.00002424122,0.0000124171,0.0002564839,0.0003484622,0.0001627208,0.9936967,0.003114892],"study_design_scores_gemma":[0.0006173032,0.00006732361,0.01147601,0.0005409591,0.0001398618,0.0001327651,0.00008967312,0.001834646,0.001623468,0.001438087,0.9819717,0.00006824165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002275759,0.0001117867,0.00007401629,0.0000978801,0.00005095771,0.00001427005,0.9983967,0.0004129059,0.0006138908],"genre_scores_gemma":[0.0005472176,0.00006403904,0.0002747827,0.00008137314,0.00001119513,0.00005333386,0.9980627,0.00004440696,0.0008609298],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06085625,"threshold_uncertainty_score":0.2035844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323698530623728,"score_gpt":0.3050829872855376,"score_spread":0.2718460019793003,"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."}}