{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003410829,0.000197784,0.0002828461,0.00002440959,0.00008988376,0.0000313662,0.0002770376,0.0001670941,0.0003989332],"category_scores_gemma":[0.00016841,0.0001904649,0.0002594785,0.0002633384,0.00006324578,0.00003050816,0.00005100639,0.0001596488,0.0003615024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004703259,"about_ca_system_score_gemma":0.00004859677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009063249,"about_ca_topic_score_gemma":0.000001494136,"domain_scores_codex":[0.9987363,0.000006730803,0.0002896077,0.0004529264,0.0001393144,0.0003750922],"domain_scores_gemma":[0.9991658,0.0002053164,0.00009918852,0.0002219589,0.00007118771,0.0002365144],"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":[0.00006999528,0.00006364243,0.0001220965,0.0000564834,0.00008238414,0.000001221823,0.00005771076,3.533317e-7,0.9853629,0.0001005974,0.01377241,0.0003102364],"study_design_scores_gemma":[0.0003330904,0.00004394412,0.000009193,0.000008218207,0.00008713864,0.000002998614,0.00004589811,0.0006514057,0.9784316,0.0001275994,0.02002996,0.0002289544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887758,0.0001007732,0.00005726513,0.003022828,0.000004529501,0.0001058246,0.00006758396,0.0001647156,0.00770062],"genre_scores_gemma":[0.9922867,0.00006304708,0.003858461,0.0008975614,0.000457767,0.00006334067,0.0003445293,0.00004417945,0.001984426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006931271,"threshold_uncertainty_score":0.7766932,"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."}}