{"id":"W2150240065","doi":"10.1109/icmens.2003.1222000","title":"Micromachined needles for microbiological sample and drug delivery system","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Surface micromachining; Sample (material); Materials science; Drug delivery; Plane (geometry); Biomedical engineering; Computer science; Nanotechnology; Engineering; Fabrication; Chemistry; Chromatography; Medicine","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":[0.0004982613,0.0004590579,0.0004565959,0.000548296,0.0003381198,0.00045548,0.0005071672,0.000734296,0.001698671],"category_scores_gemma":[0.00082329,0.0002865925,0.0002915309,0.0002651648,0.0003359796,0.0007911304,0.000317104,0.0008255561,0.000891424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005296993,"about_ca_system_score_gemma":0.000550804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003760805,"about_ca_topic_score_gemma":0.0008878947,"domain_scores_codex":[0.9990956,0.00009207855,0.00006461961,0.0001559221,0.0005588216,0.00003291093],"domain_scores_gemma":[0.9993704,0.0001999266,0.00008460395,0.00006529922,0.0002487524,0.00003102691],"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":[0.00006412748,0.00002319288,0.0003200551,0.0006063327,0.00002119992,0.0001561211,0.00005828765,0.0005738789,0.9264836,0.003579496,0.0008842114,0.06722943],"study_design_scores_gemma":[0.00003639391,0.000613926,0.001375466,0.00009743865,0.00006956948,0.002226405,0.00005050319,0.007877126,0.8958819,0.001847854,0.08986887,0.00005456251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0505464,0.04789995,0.8852471,0.001018164,0.001509009,0.0006030475,0.0003136498,0.001638508,0.01122415],"genre_scores_gemma":[0.1739658,0.01496364,0.801116,0.0007900665,0.0002358647,0.0002892828,0.0003161101,0.00007445397,0.008248777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001698671,"threshold_uncertainty_score":0.005682647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007951509278927979,"score_gpt":0.1964557769032137,"score_spread":0.1885042676242857,"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."}}