{"id":"W2048886165","doi":"10.1016/j.actbio.2010.08.014","title":"Differentiation of monocytes on a degradable, polar, hydrophobic, ionic polyurethane: Two-dimensional films vs. three-dimensional scaffolds","year":2010,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Monocyte; Materials science; Tumor necrosis factor alpha; Cell biology; Molecular biology; Biophysics; Chemistry; Biology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004770493,0.0003872609,0.0004750129,0.0002324923,0.0002898306,0.0001127123,0.0006533645,0.0003326166,0.003474934],"category_scores_gemma":[0.00004116401,0.0003148849,0.0001366443,0.0004462122,0.0004822472,0.0002055755,0.000226458,0.0001196511,0.0003741044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006427434,"about_ca_system_score_gemma":0.0001653846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009700179,"about_ca_topic_score_gemma":0.0001505441,"domain_scores_codex":[0.9970335,0.0001005719,0.0007074525,0.0007025188,0.0008423741,0.0006135194],"domain_scores_gemma":[0.9981664,0.000168592,0.0004388942,0.000829216,0.0001608298,0.0002360364],"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":[0.0002719561,0.0003276668,0.0003341673,0.00002551681,0.000026218,0.00000297235,0.00002341653,0.000002771066,0.993374,0.001401641,0.004128002,0.00008163035],"study_design_scores_gemma":[0.0009945155,0.000275037,0.00887437,0.00005683549,0.00005044498,0.00003459253,0.000001858121,0.0007411306,0.9857607,0.002567383,0.0002978906,0.0003451945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948234,0.00004860711,0.00004292076,0.0009082618,0.003190569,0.0004206546,0.0003129113,0.0001953899,0.00005730781],"genre_scores_gemma":[0.9871277,0.00000271882,0.01174587,0.0002453644,0.0002589191,0.00007557622,0.0003440989,0.000051004,0.0001487814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170294,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0085401645842401,"score_gpt":0.2436463201363422,"score_spread":0.2351061555521022,"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."}}