{"id":"W3096295278","doi":"10.3390/bios10110157","title":"Microelectrochemical Smart Needle for Real Time Minimally Invasive Oximetry","year":2020,"lang":"en","type":"article","venue":"Biosensors","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Microporous material; Biomedical engineering; Materials science; Coating; Nanotechnology; Medicine","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":[0.0002177353,0.000263166,0.000175051,0.0001932185,0.00007301897,0.0002269804,0.0003958541,0.000484334,0.0009415756],"category_scores_gemma":[0.0003099866,0.0001323458,0.0001570758,0.0001338001,0.0002017884,0.0004447153,0.0002440026,0.0002893691,0.0004241129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659206,"about_ca_system_score_gemma":0.0001029488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154472,"about_ca_topic_score_gemma":0.0002428132,"domain_scores_codex":[0.9997683,0.00002769402,0.00001278149,0.00004216571,0.000137046,0.00001203077],"domain_scores_gemma":[0.9998732,0.00003405305,0.00003419497,0.00001531405,0.00003126391,0.00001199922],"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":[0.00001406882,0.000009138337,0.00007263418,0.00006313204,0.000002643095,0.00003726243,0.00001011371,0.0001153583,0.9889334,0.0004061571,0.0001172,0.01021891],"study_design_scores_gemma":[0.00001566103,0.0003982717,0.001269673,0.00001441055,0.00001582782,0.0007478588,0.0000152644,0.01320581,0.9722845,0.0004058505,0.01160894,0.00001791103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2665668,0.01218938,0.7119388,0.000734134,0.0005405764,0.0003193561,0.0002527187,0.001264362,0.00619386],"genre_scores_gemma":[0.6483672,0.002759305,0.3434192,0.0004252989,0.0001021565,0.0001374985,0.0001223523,0.00003885217,0.004628199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009415756,"threshold_uncertainty_score":0.003149867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195771374395134,"score_gpt":0.2251551223319545,"score_spread":0.2131974085880032,"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."}}