{"id":"W1964183212","doi":"10.1007/s10544-011-9544-4","title":"A universal piezo-driven ultrasonic cell microinjection system","year":2011,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pipette; Microinjection; Injector; Intracytoplasmic sperm injection; Materials science; Biomedical engineering; Nanotechnology; Chemistry; In vitro fertilisation; Embryo; Mechanical engineering; Biology; Engineering; Cell biology","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":[0.000545954,0.0004984663,0.0008422839,0.0006271283,0.0004854579,0.0004633724,0.001453104,0.0006363337,0.005444963],"category_scores_gemma":[0.0003953724,0.000579075,0.0002780188,0.0003683005,0.0004326995,0.0007237631,0.001332129,0.0005895281,0.002621869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613929,"about_ca_system_score_gemma":0.0007987706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004600914,"about_ca_topic_score_gemma":0.0006855011,"domain_scores_codex":[0.9990675,0.00002934097,0.00007075495,0.0002851609,0.0004589521,0.0000882515],"domain_scores_gemma":[0.999721,0.00004223717,0.00003931527,0.0000601599,0.00007676698,0.0000604727],"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":[0.00009872457,0.00004884481,0.0002960991,0.0001282396,0.000008680214,0.00005366027,0.00006325239,0.0002873396,0.946469,0.001400267,0.001726698,0.04941916],"study_design_scores_gemma":[0.00005787938,0.0003477442,0.001769255,0.00001859243,0.00003217104,0.0006838918,0.00001827721,0.01139622,0.9387569,0.0002245041,0.04662451,0.00007000667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.211147,0.002715658,0.7370371,0.0005029332,0.001039263,0.001687248,0.00226089,0.0299782,0.01363173],"genre_scores_gemma":[0.5086779,0.0008405243,0.4591141,0.0005355827,0.0001656455,0.001381577,0.001745335,0.0005669748,0.02697229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005444963,"threshold_uncertainty_score":0.01821524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603053901857487,"score_gpt":0.2102344567137482,"score_spread":0.1942039176951734,"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."}}