{"id":"W1973019165","doi":"10.1021/la503521x","title":"In Situ Modulation of Cell Behavior via Smart Dual-Ligand Surfaces","year":2014,"lang":"en","type":"article","venue":"Langmuir","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Cancer Institute; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Burroughs Wellcome Fund; National Science Foundation","keywords":"Fibronectin; Extracellular matrix; Ligand (biochemistry); Chemistry; Biophysics; Cell adhesion; Adhesion; Cell; Cell migration; Heparan sulfate; Cell surface receptor; Focal adhesion; Receptor; Extracellular; Cell biology; Cell growth; Biochemistry; Biology","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":[0.0001897668,0.0004058207,0.0002349512,0.0001571225,0.000124953,0.0003669614,0.0003416578,0.0004529821,0.0006274631],"category_scores_gemma":[0.0001540425,0.0001987051,0.0001382869,0.0001007346,0.0002403597,0.0002717299,0.0002840829,0.0004008544,0.0002581413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233852,"about_ca_system_score_gemma":0.0001078461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071255,"about_ca_topic_score_gemma":0.0002330583,"domain_scores_codex":[0.9998185,0.0000321455,0.000008328352,0.00005444374,0.00004664705,0.00004002186],"domain_scores_gemma":[0.9999138,0.00002999772,0.0000191037,0.000009869244,0.00001151369,0.00001563108],"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":[0.00001770782,0.000007396085,0.00002396681,0.00001273434,0.000001167801,0.00001113609,0.000006048674,0.00003757224,0.9993653,0.00004138152,0.00001127988,0.0004642272],"study_design_scores_gemma":[0.000005637875,0.00004827261,0.0001877113,0.000001053242,0.000002793752,0.00003117775,0.000006261143,0.001004286,0.9982516,0.00001861446,0.0004402031,0.000002428995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806195,0.0007924393,0.01660639,0.0001073922,0.00004585991,0.0000352358,0.0001228268,0.0001130132,0.001557348],"genre_scores_gemma":[0.9786038,0.0006066104,0.01885335,0.0001069465,0.00001733546,0.00007891307,0.0001120794,0.00002228343,0.001598532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006274631,"threshold_uncertainty_score":0.002099037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787334962758615,"score_gpt":0.295103112392417,"score_spread":0.2772297627648309,"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."}}