{"id":"W2517152610","doi":"10.1007/s10544-016-0101-z","title":"Practical fabrication of microfluidic platforms for live-cell microscopy","year":2016,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research","keywords":"Polydimethylsiloxane; Microfluidics; Fabrication; Materials science; Nanotechnology; Microscopy; Membrane; Fluorescence microscope; Fluorescence; Optics; Chemistry","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":[0.0006519691,0.0006187285,0.0003226431,0.0003656555,0.0005528139,0.0006292147,0.0009172558,0.0008048782,0.003355645],"category_scores_gemma":[0.0007187809,0.0006176609,0.0002615746,0.0002243573,0.0004719617,0.0008066284,0.0007748215,0.0007675235,0.001165191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305616,"about_ca_system_score_gemma":0.0006032717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002668188,"about_ca_topic_score_gemma":0.000891972,"domain_scores_codex":[0.9996418,0.00003380362,0.0000248006,0.00006802741,0.0001783822,0.00005319136],"domain_scores_gemma":[0.9997635,0.00009981437,0.00003153964,0.00003992904,0.00004537647,0.00001966962],"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":[0.00004628457,0.00004076688,0.000189509,0.000391204,0.00001061622,0.000214139,0.00009609622,0.001222152,0.9706297,0.008375377,0.001398518,0.01738555],"study_design_scores_gemma":[0.00004400141,0.0001349223,0.0005019881,0.00003713585,0.00001121752,0.0004545886,0.00004425121,0.007579383,0.959012,0.002401961,0.02975379,0.00002472873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3108672,0.01025138,0.6452178,0.002023638,0.001243184,0.0009100659,0.001241723,0.00218856,0.02605643],"genre_scores_gemma":[0.4544641,0.004188508,0.5334003,0.0002490481,0.0001202437,0.000530734,0.0006560975,0.00009463156,0.006296377],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003355645,"threshold_uncertainty_score":0.01122576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306267145695491,"score_gpt":0.2601187354789562,"score_spread":0.2470560640220013,"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."}}