{"id":"W6920844919","doi":"10.6084/m9.figshare.23280931.v1","title":"Additional file 1 of Development of a universal, oriented antibody immobilization method to functionalize vascular prostheses for enhanced endothelialization for potential clinical application","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"CD34; Immunofluorescence; Polyclonal antibodies; Antibody; Fluorescence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003271584,0.001243717,0.001485679,0.001803249,0.0008775933,0.001655636,0.001999942,0.001440477,0.8934803],"category_scores_gemma":[0.02441023,0.000950293,0.0009659404,0.001952655,0.0003293935,0.001495864,0.0009696605,0.001095923,0.2348045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009610297,"about_ca_system_score_gemma":0.002104715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273513,"about_ca_topic_score_gemma":0.007113032,"domain_scores_codex":[0.9991158,0.0001364028,0.0001686481,0.0001857704,0.0002877509,0.0001056072],"domain_scores_gemma":[0.9819965,0.01331152,0.0008422911,0.001060601,0.002318796,0.0004702517],"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":[0.0009380094,0.0003797288,0.001598641,0.006611684,0.00007012059,0.0001421539,0.00007625148,0.0006752273,0.002002928,0.0009180762,0.9625185,0.02406863],"study_design_scores_gemma":[0.00808733,0.001316674,0.01434992,0.004141675,0.000267666,0.0007659735,0.0002649071,0.003737875,0.01106708,0.007898978,0.9478735,0.0002283372],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0004465261,0.00006192634,0.002262833,0.0002051123,0.0001008046,0.0005084416,0.9929202,0.001446809,0.002047377],"genre_scores_gemma":[0.01060466,0.0004263319,0.01896247,0.001021901,0.0001677337,0.008471673,0.9388574,0.002730486,0.01875743],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8934803,"threshold_uncertainty_score":0.1519374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758404686936818,"score_gpt":0.3423784086504874,"score_spread":0.3147943617811192,"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."}}