{"id":"W2400073302","doi":"","title":"Piezoelectric driven non-toxic injector for automated cell manipulation.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pipette; Injector; Micromanipulator; Intracytoplasmic sperm injection; Materials science; Biomedical engineering; Computer science; In vitro fertilisation; Chemistry; Mechanical engineering; Engineering; Embryo; 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":[0.0003956761,0.0003891577,0.0002421703,0.0003385929,0.0001807154,0.0003240708,0.0007440435,0.0005546739,0.00195657],"category_scores_gemma":[0.0003685842,0.0002923986,0.0002754482,0.0002376509,0.0002947845,0.0004313413,0.0004577492,0.000474155,0.0009333605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972066,"about_ca_system_score_gemma":0.0004370054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002524333,"about_ca_topic_score_gemma":0.000514618,"domain_scores_codex":[0.9995282,0.00003451898,0.00002145443,0.00006450398,0.0003326661,0.00001867299],"domain_scores_gemma":[0.9997756,0.00004727886,0.00007876215,0.00002300064,0.00005821036,0.00001719339],"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":[0.0000539694,0.00003136547,0.0002540656,0.000231624,0.00001225575,0.000125677,0.00004393522,0.000393558,0.9426877,0.002413527,0.00190567,0.05184668],"study_design_scores_gemma":[0.00007204351,0.0006854816,0.001885298,0.00003608769,0.00005750902,0.001468032,0.00002042767,0.02124354,0.904487,0.000662024,0.06932267,0.00005989923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08288208,0.008107532,0.8928958,0.0008749514,0.0008016993,0.0006650521,0.0006937368,0.003605171,0.009473911],"genre_scores_gemma":[0.37992,0.004086448,0.597757,0.0007227056,0.0002057476,0.0006314284,0.000739648,0.0001888133,0.01574814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00195657,"threshold_uncertainty_score":0.006545424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112857367825274,"score_gpt":0.2354303539222094,"score_spread":0.1943017802439567,"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."}}