{"id":"W4399286680","doi":"10.3390/mi15060720","title":"Cell Migration Assays and Their Application to Wound Healing Assays—A Critical Review","year":2024,"lang":"en","type":"article","venue":"Micromachines","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wound healing; Context (archaeology); Benchmark (surveying); Biochemical engineering; Computer science; Cell migration; Tissue repair; Cell; Biomedical engineering; Engineering; Biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005963918,0.0001333438,0.0001493721,0.0000962772,0.00005756246,0.0001234271,0.0001257008,0.00006821917,0.00003762742],"category_scores_gemma":[0.0002197532,0.0001066475,0.00003722101,0.0003024237,0.00003806246,0.00007409677,0.00006263854,0.0002452347,0.0001621105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004823559,"about_ca_system_score_gemma":0.00001515986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000490256,"about_ca_topic_score_gemma":0.00001942572,"domain_scores_codex":[0.999148,0.00004233931,0.0002040797,0.0002373924,0.0001427716,0.000225448],"domain_scores_gemma":[0.9992918,0.0003521156,0.000005736356,0.0001788417,0.0000359068,0.0001356173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000304286,0.00003045923,0.0003494198,0.01077218,0.00002795836,0.000008743013,0.0003919486,0.00008854371,0.7801664,0.0007972297,0.04894188,0.1584222],"study_design_scores_gemma":[0.0001580305,0.0000856741,0.002106899,0.003919243,0.00004996097,0.00007315884,0.00004100404,0.2643898,0.05845693,0.002837024,0.6671968,0.0006855034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2920878,0.2930107,0.3825808,0.02281062,0.0009124489,0.001346984,0.00008133307,0.00170635,0.005462946],"genre_scores_gemma":[0.9920027,0.003773049,0.003355816,0.0003700599,0.0002218808,0.00008236247,0.00003222486,0.00004487805,0.0001170843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7217095,"threshold_uncertainty_score":0.434896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435445689320529,"score_gpt":0.3025183927149974,"score_spread":0.2881639358217921,"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."}}