{"id":"W2087790383","doi":"10.1021/ac041684m","title":"Peer Reviewed: Biosensor Alternative: Frontal Affinity Chromatography","year":2004,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Chemistry; Biosensor; Chromatography; Affinity chromatography; Biochemistry; Enzyme","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001776041,0.0001973325,0.0003858797,0.00004034931,0.00007967643,0.0000251109,0.0001556331,0.0001192115,0.001546437],"category_scores_gemma":[0.0003112261,0.0001500576,0.0003392965,0.0002611004,0.0002818189,0.0000454131,0.00008875367,0.0004368941,0.0003965035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007580626,"about_ca_system_score_gemma":0.0001157118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419407,"about_ca_topic_score_gemma":0.00000289579,"domain_scores_codex":[0.9981949,0.00001338862,0.0002772401,0.0003491229,0.0007756368,0.0003897022],"domain_scores_gemma":[0.9989224,0.00005450744,0.00004279763,0.0002972459,0.0002496373,0.0004334261],"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":[0.004158007,0.009095832,0.1901353,0.009588999,0.005349181,0.01185011,0.0008379671,0.00006816462,0.5671615,0.02558522,0.1599248,0.0162449],"study_design_scores_gemma":[0.005954405,0.0004831345,0.04395563,0.0009424931,0.0005544617,0.001418719,0.0002442057,0.0006333445,0.5460731,0.004830573,0.3937838,0.001126164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756278,0.0007264896,0.00003597416,0.0124435,0.00004229216,0.0001367224,0.0000401355,0.00006057359,0.1108865],"genre_scores_gemma":[0.9796561,0.0003383739,0.0007331769,0.0006655253,0.0005321631,0.000007829004,0.00009883566,0.00001922122,0.01794875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233859,"threshold_uncertainty_score":0.9993663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031350700116287,"score_gpt":0.3365575466417579,"score_spread":0.3052068465254709,"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."}}