{"id":"W6958544455","doi":"10.6084/m9.figshare.23280937","title":"Additional file 3 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":"Substrate (aquarium); Antibody; Isotype; Cell; Cell culture","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":[0.003641735,0.001483628,0.001844026,0.001939554,0.0009443586,0.001907898,0.002418502,0.0016781,0.889652],"category_scores_gemma":[0.023482,0.001165817,0.001166412,0.001832334,0.0003975848,0.00162187,0.001171138,0.001196678,0.2681361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074242,"about_ca_system_score_gemma":0.002162905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839638,"about_ca_topic_score_gemma":0.007049078,"domain_scores_codex":[0.9988376,0.0001514575,0.0002156798,0.0002339742,0.0004290339,0.0001322416],"domain_scores_gemma":[0.983161,0.01189401,0.0008064463,0.001065203,0.002596497,0.000476772],"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":[0.001097644,0.0003593844,0.001427113,0.007409102,0.00008833581,0.0001797367,0.00008656431,0.0007040271,0.003394788,0.0009903295,0.959299,0.024964],"study_design_scores_gemma":[0.005952117,0.0009410175,0.01029819,0.003284422,0.0002359995,0.0006961926,0.0002129339,0.003570057,0.0184639,0.006271195,0.9498432,0.0002307046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005089838,0.00007492108,0.003514764,0.0002272417,0.0001589376,0.0005448178,0.9890925,0.002996711,0.002881165],"genre_scores_gemma":[0.01003936,0.0003560408,0.02144783,0.001051133,0.0001767062,0.007168854,0.932949,0.00442825,0.02238284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.889652,"threshold_uncertainty_score":0.1573979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271623913069647,"score_gpt":0.3419611407786709,"score_spread":0.3147987494717062,"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."}}