{"id":"W4390703964","doi":"10.31224/3468","title":"Human mesenchymal stromal cell adhesion and expansion on fluoropolymer surfaces modified with oxygen and nitrogen-rich plasma polymers","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Stem Cell Network; Centre québécois sur les matériaux fonctionnels; Mitacs; Canada Research Chairs; McGill University","keywords":"Fluoropolymer; Adhesion; Polymer; Mesenchymal stem cell; Nitrogen; Stromal cell; Oxygen; Materials science; Plasma; Chemical engineering; Polymer chemistry; Nanotechnology; Chemistry; Composite material; Biomedical engineering; Cell biology; Organic chemistry; Biology; Medicine; Pathology; Physics; Engineering","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":[0.00009915282,0.0002448689,0.0001014934,0.00009996939,0.0000753608,0.0001143728,0.000125335,0.0001525113,0.0004980789],"category_scores_gemma":[0.000114979,0.00009937878,0.0001175697,0.00008754239,0.00008308787,0.0001225855,0.0001327491,0.0001465254,0.0001396686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391338,"about_ca_system_score_gemma":0.00005943908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006537486,"about_ca_topic_score_gemma":0.0009749073,"domain_scores_codex":[0.9999114,0.00001207433,0.000005429964,0.00001913823,0.00003318253,0.00001868257],"domain_scores_gemma":[0.999945,0.000018755,0.00001485469,0.000005949977,0.000008512412,0.000006927112],"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":[0.00001240125,0.000003121141,0.00004193796,0.000007295583,8.275487e-7,0.00001542492,0.0000068004,0.00003785413,0.9994537,0.000009178601,0.00000610732,0.0004053417],"study_design_scores_gemma":[0.000002638724,0.00006080218,0.003004934,0.000002152986,0.000004386315,0.00006603445,0.000008102644,0.0009602694,0.9953625,0.000007280278,0.0005185569,0.000002306944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963334,0.0004387808,0.002241744,0.0000158781,0.000006354759,0.000009794577,0.00006854342,0.00001701936,0.0008685089],"genre_scores_gemma":[0.9943326,0.0004261183,0.003730713,0.00002147888,0.000004704772,0.00002063274,0.0001688359,0.00001118409,0.00128369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006537486,"threshold_uncertainty_score":0.001666248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670506685361951,"score_gpt":0.2570525688474062,"score_spread":0.2403475019937867,"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."}}