{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000888783,0.000100444,0.00009262397,0.00008293398,0.0001508308,0.0002571319,0.0001228314,0.0001576049,0.0003264532],"category_scores_gemma":[0.0001869431,0.00009217153,0.00007504748,0.00005679179,0.0002128033,0.0001526412,0.0001125634,0.0001976747,0.0001347708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979581,"about_ca_system_score_gemma":0.00009091001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002916802,"about_ca_topic_score_gemma":0.0006240326,"domain_scores_codex":[0.9999266,0.00001075984,0.000004457689,0.00001679924,0.00002639224,0.00001514913],"domain_scores_gemma":[0.9998937,0.00003020858,0.00002784124,0.0000100996,0.00001742105,0.00002068882],"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":[0.000009952155,0.000004576828,0.00005928747,0.000005467626,7.244674e-7,0.00001010878,0.00001096331,0.00004350303,0.9994336,0.00004725241,0.00001072421,0.0003637186],"study_design_scores_gemma":[0.000009351949,0.00008168908,0.00382278,0.000002221219,0.000003831592,0.00008770714,0.00003332393,0.00219342,0.9924809,0.00007058134,0.001209575,0.000004678836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932784,0.0005778346,0.004978178,0.00005105036,0.00001965263,0.000008809828,0.00003848426,0.00003156723,0.001015889],"genre_scores_gemma":[0.9960176,0.0002264152,0.002929062,0.00003700055,0.000008174577,0.00001478245,0.00005453958,0.000007652007,0.0007048096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003264532,"threshold_uncertainty_score":0.001436293,"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."}}