{"id":"W2136543503","doi":"10.1016/j.biomaterials.2013.10.023","title":"Tuning cell–surface affinity to direct cell specific responses to patterned proteins","year":2013,"lang":"en","type":"article","venue":"Biomaterials","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University and Génome Québec Innovation Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"C2C12; Cell; Materials science; Microcontact printing; PEG ratio; Biophysics; Cell type; Extracellular matrix; Polyethylene glycol; Cell biology; Fibronectin; Chemistry; Biochemistry; Nanotechnology; Myocyte; Biology; Myogenesis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002235549,0.0001944012,0.0001872294,0.00006070674,0.0001051368,0.0001768215,0.0002309417,0.0001135459,0.0008481243],"category_scores_gemma":[0.00005123821,0.0001839419,0.00007535293,0.0001001407,0.00001109108,0.000007284964,0.0002242972,0.00001361645,0.001284961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890735,"about_ca_system_score_gemma":0.00003221018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002267399,"about_ca_topic_score_gemma":0.000009033124,"domain_scores_codex":[0.9987396,0.0001349818,0.0002727615,0.0004319742,0.0001125216,0.0003081689],"domain_scores_gemma":[0.9991239,0.00001409408,0.00007909267,0.000489863,0.00009667489,0.0001963995],"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":[0.0001001352,0.00007781429,0.0000498571,0.00001391117,0.000009061781,0.000002483957,0.00006286179,0.000005005727,0.9847733,0.000005085591,0.01478956,0.0001108556],"study_design_scores_gemma":[0.0001506371,0.0003154812,0.0004818298,0.00001476464,0.000004500854,0.000002549485,0.00005230221,0.000003602444,0.8648379,0.000006757549,0.1339101,0.0002196227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951167,0.0001052417,0.00141031,0.0003015809,0.0007070068,0.0008163683,0.0001010179,0.00003626214,0.001405541],"genre_scores_gemma":[0.9916881,0.00003039767,0.003880048,0.000356802,0.0002627629,0.0001157245,0.00007603174,0.00003948887,0.003550635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199355,"threshold_uncertainty_score":0.9994926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740817488379203,"score_gpt":0.2447940659804592,"score_spread":0.2273858910966672,"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."}}