{"id":"W4378195195","doi":"10.1021/acsomega.3c02052","title":"Biophysical and Biochemical Regulation of Cell Dynamics in Magnetically Assembled Cellular Structures","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extracellular matrix; Wound healing; Biophysics; Cell biology; Cell; Epidermal growth factor; Self-healing hydrogels; Chemistry; Fibroblast; Cell migration; Cell signaling; Dynamics (music); Nanotechnology; Materials science; Signal transduction; Biology; Biochemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001649174,0.00008327006,0.0001336846,0.0001691779,0.00001119654,0.00001471885,0.0001301945,0.0001240849,0.000007707967],"category_scores_gemma":[0.0001244106,0.0000819546,0.00001684395,0.000551926,0.00007898123,0.00003048039,0.0001008465,0.0001879562,0.00001633822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004768733,"about_ca_system_score_gemma":0.00001182101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043806,"about_ca_topic_score_gemma":0.000002243658,"domain_scores_codex":[0.9991721,0.00001946383,0.0001831826,0.0001423112,0.0002542474,0.0002287291],"domain_scores_gemma":[0.999558,0.0001723056,0.00001300568,0.0001587659,0.00002399313,0.00007390017],"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":[0.000005368843,0.00001118521,0.0007647584,0.0001514195,0.000004037244,0.000004822315,0.00002731453,0.000210384,0.9956139,0.001494166,0.0002712757,0.001441322],"study_design_scores_gemma":[0.0003221774,0.0000428124,0.06242388,0.00002575551,0.000004712438,7.386641e-7,0.00002695165,0.3145824,0.6177019,0.004669195,0.00007494193,0.0001245403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983963,0.00004379954,0.0002713674,0.00009474839,0.00005323031,0.00008238587,0.00000418351,0.00009664219,0.0009572828],"genre_scores_gemma":[0.9988168,0.00004043466,0.0009866115,0.000003500933,0.000031731,0.000004605733,0.00002331989,0.00001877733,0.00007415339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.377912,"threshold_uncertainty_score":0.3342012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008199095032682693,"score_gpt":0.2382185099204381,"score_spread":0.2300194148877553,"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."}}