{"id":"W6908084167","doi":"10.25345/c5nx3v","title":"MassIVE MSV000085364 - The blood circulation of soft nanomaterials in vivo is governed by dynamic remodeling of protein opsonins at the nano-biointerface","year":2020,"lang":"en","type":"dataset","venue":"UC San Diego","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"In vivo; Blood circulation; Opsonin; Circulation (fluid dynamics); Immune system; Human blood","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000985304,0.0008486601,0.001343526,0.0001846645,0.0001909391,0.00009887587,0.001761463,0.000564648,0.002070323],"category_scores_gemma":[0.0006720057,0.0005934643,0.0003531686,0.0006771706,0.0004631676,0.0001864874,0.000952838,0.0004908717,0.0006775438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979438,"about_ca_system_score_gemma":0.0002980497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345367,"about_ca_topic_score_gemma":0.002464298,"domain_scores_codex":[0.9944373,0.000875557,0.001777574,0.001060008,0.001209997,0.0006395664],"domain_scores_gemma":[0.994628,0.000310033,0.002774829,0.001988555,0.0002003314,0.0000983279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002598136,0.0001306647,0.00001875086,0.0003929318,0.0002291834,0.000008086148,0.0003959497,0.0003564296,0.4987316,0.000004470883,0.4994554,0.00001668529],"study_design_scores_gemma":[0.003258988,0.0003993087,0.0001426501,0.002787616,0.001232785,0.00004465645,0.0006190182,0.006361795,0.6727076,0.0001989985,0.3107621,0.001484529],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2140525,0.0007139177,0.00001498446,0.0001577341,0.0001841974,0.002471172,0.782321,0.00004782443,0.00003660185],"genre_scores_gemma":[0.2846874,0.00008859236,0.0001172783,0.0001302579,0.00008618066,0.0002272036,0.7140611,0.0002751607,0.0003267945],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1886933,"threshold_uncertainty_score":0.9996517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183218408185785,"score_gpt":0.2450705346072519,"score_spread":0.233238350525394,"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."}}