{"id":"W2516016880","doi":"10.1007/s00702-016-1610-x","title":"A brief review on microfluidic platforms for hormones detection","year":2016,"lang":"en","type":"review","venue":"Journal of Neural Transmission","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Hormone; Computer science; Nanotechnology; Biology; Materials science; Endocrinology","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":[0.0002539141,0.0004069376,0.001335247,0.0002223319,0.00008861555,0.00001965154,0.0003120802,0.0002528173,0.00005447834],"category_scores_gemma":[0.0000162976,0.0002303779,0.001081105,0.0002264609,0.0000196697,0.0001103934,0.000005566709,0.0004382651,0.00001669084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424187,"about_ca_system_score_gemma":0.00006952324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.669987e-7,"about_ca_topic_score_gemma":2.102349e-8,"domain_scores_codex":[0.9981781,0.00003058801,0.001099322,0.0001836294,0.0002328886,0.0002754947],"domain_scores_gemma":[0.9990144,0.0001473642,0.0003595194,0.0002192852,0.00009174379,0.0001676338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001966563,0.00001578907,4.456036e-9,0.02198982,0.00008170777,0.000004635917,0.000003621559,1.382516e-7,0.01424945,0.000008257689,0.06796838,0.8956586],"study_design_scores_gemma":[0.000251592,0.0003268518,2.114799e-7,0.05645589,0.0005570506,0.0004677065,6.195289e-7,0.000004357687,0.004178992,0.00006909143,0.9374372,0.0002504658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000103456,0.9881582,0.01057191,0.00007736221,0.000238889,0.0008168908,0.00002702214,0.000046418,0.00005295867],"genre_scores_gemma":[0.00001217871,0.9992706,0.00002944495,0.00006969961,0.0003636634,0.00006303268,0.00001315884,0.00009510803,0.00008311853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8954081,"threshold_uncertainty_score":0.9394537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793754633874403,"score_gpt":0.2853861374640944,"score_spread":0.2574485911253504,"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."}}