{"id":"W1970536964","doi":"10.1039/c0an01007c","title":"Microcantilever biosensors for chemicals and bioorganisms","year":2011,"lang":"en","type":"review","venue":"The Analyst","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Biosensor; Analyte; Nanotechnology; Protein detection; Component (thermodynamics); Chemistry; Computer science; Materials science; Chromatography; Physics","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":[0.000953942,0.001441623,0.001331432,0.002805555,0.0004929378,0.0009576542,0.001685472,0.002380176,0.003527627],"category_scores_gemma":[0.0009660908,0.0005246301,0.0007101569,0.002779382,0.0008632528,0.001820669,0.0008108682,0.002169697,0.005568145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198719,"about_ca_system_score_gemma":0.0007233245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006817862,"about_ca_topic_score_gemma":0.0009832705,"domain_scores_codex":[0.9990533,0.0001451756,0.00006177981,0.0001855576,0.0004918455,0.00006233458],"domain_scores_gemma":[0.999647,0.000133247,0.00004611319,0.00002227096,0.000129571,0.0000218548],"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":[0.00008739442,0.0001502772,0.0003068068,0.0229315,0.0001379875,0.0007814327,0.0003244721,0.0009176469,0.106888,0.04798337,0.0690426,0.7504485],"study_design_scores_gemma":[0.000008669067,0.00007783403,0.0003561329,0.0007313516,0.00002727465,0.001469926,0.00005273344,0.0003115037,0.02169775,0.004486606,0.9707476,0.00003258553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003888164,0.9874715,0.005065851,0.0006471862,0.0008750104,0.00002717507,0.0000365652,0.00005610507,0.005431828],"genre_scores_gemma":[0.006422997,0.9695081,0.009622246,0.0009038488,0.000623111,0.0000985061,0.0001166514,0.00001619385,0.01268836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003527627,"threshold_uncertainty_score":0.01180112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06443837971080524,"score_gpt":0.3234790359925488,"score_spread":0.2590406562817436,"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."}}