{"id":"W2123337659","doi":"10.1109/tbcas.2010.2089794","title":"CMOS Conductometric System for Growth Monitoring and Sensing of Bacteria","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"BioPhage Pharma (Canada); McGill University","funders":"CMC Microsystems","keywords":"CMOS; Optoelectronics; Bacteria; Materials science; Nanotechnology; Electronic engineering; Engineering; Biology","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":[0.0003668652,0.0006079745,0.0005716632,0.0005496764,0.0003989137,0.0006511894,0.001244882,0.0006082591,0.003983797],"category_scores_gemma":[0.0007683826,0.0003097086,0.0002435373,0.0005343563,0.0003106869,0.0005918274,0.0004111301,0.0005477397,0.001623332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007295853,"about_ca_system_score_gemma":0.0006560648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006652114,"about_ca_topic_score_gemma":0.00123752,"domain_scores_codex":[0.9992703,0.00006271404,0.00003500726,0.0002002269,0.0003873837,0.00004437618],"domain_scores_gemma":[0.9996077,0.0000954267,0.00005562221,0.00004234232,0.000160906,0.00003799564],"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":[0.0001218327,0.00006953193,0.0006576986,0.0002294089,0.00001761083,0.0001071831,0.00005414771,0.0005652742,0.9363384,0.002004479,0.002088648,0.05774585],"study_design_scores_gemma":[0.00005666063,0.0009505568,0.002264506,0.00004006339,0.00008882283,0.001509367,0.00004750636,0.01895726,0.9181139,0.0007193281,0.05717905,0.00007282617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.114929,0.005306494,0.8430528,0.0007636911,0.001030905,0.0007998935,0.001711139,0.01162092,0.02078519],"genre_scores_gemma":[0.4047841,0.003056245,0.5740448,0.0009788349,0.000373754,0.0006198208,0.001092569,0.0001582925,0.01489142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003983797,"threshold_uncertainty_score":0.01332712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159260572769591,"score_gpt":0.2255018359006458,"score_spread":0.2039092301729499,"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."}}