{"id":"W4408849666","doi":"10.70477/smkg2990","title":"QUANTITATIVE MEASUREMENTS OF DICTYOSTELIUM DISCOIDEUM AMOEBA SHEAR STRESS-DEPENDENT CELL ADHESION ANALYSIS AND MOTION IN A MICROFLUIDIC DEVICE","year":2024,"lang":"en","type":"article","venue":"","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Dictyostelium discoideum; Amoeba (genus); Dictyostelium; Microfluidics; Adhesion; Shear stress; Cell adhesion; Stress (linguistics); Cell biology; Biophysics; Materials science; Nanotechnology; Chemistry; Biology; Composite material; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003395767,0.0005056761,0.0003165157,0.0005886511,0.0002251388,0.0003066766,0.0003367065,0.0005854255,0.0005009486],"category_scores_gemma":[0.0003954044,0.0002002428,0.0002481702,0.0004049756,0.0002533114,0.0002539495,0.0002540166,0.0003666219,0.0002501763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360217,"about_ca_system_score_gemma":0.0002389002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156014,"about_ca_topic_score_gemma":0.001838937,"domain_scores_codex":[0.9995752,0.00003047654,0.00002866623,0.0001168247,0.000196,0.00005277542],"domain_scores_gemma":[0.9997464,0.00007584922,0.00005200538,0.00002175449,0.00007480459,0.00002922461],"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":[0.00001332263,0.000006050255,0.0001662131,0.00001963851,0.000001514242,0.000005718572,0.00000997312,0.00006103988,0.9990281,0.00001338609,0.00001376294,0.0006612186],"study_design_scores_gemma":[0.000008856435,0.0002344127,0.01006245,0.000007530335,0.00001470445,0.00003430098,0.00003141136,0.004340772,0.984103,0.00004406467,0.001107018,0.0000115228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424911,0.00270834,0.04947983,0.0001621686,0.0001297999,0.0002515733,0.002209163,0.0005459978,0.002022035],"genre_scores_gemma":[0.9381973,0.001359177,0.05623719,0.0001346814,0.00003279973,0.0006621858,0.001009457,0.00004803812,0.002319188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156014,"threshold_uncertainty_score":0.003889143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378961337544291,"score_gpt":0.3059318335568208,"score_spread":0.2680356998023917,"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."}}