{"id":"W1974013663","doi":"10.1038/nprot.2007.262","title":"Frontal affinity chromatography—mass spectrometry","year":2007,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada; University of Calgary","funders":"","keywords":"Mass spectrometry; Surface plasmon resonance; Chemistry; Analytical Chemistry (journal); Chromatography; Tandem mass spectrometry; Drug discovery; Materials science; Nanotechnology; Nanoparticle","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":[],"consensus_categories":[],"category_scores_codex":[0.0006371104,0.0002085887,0.0003400823,0.0003101368,0.0001260565,0.00003340361,0.000207779,0.0004306778,0.0007552673],"category_scores_gemma":[0.000133369,0.0001543705,0.0002411335,0.0006198679,0.0001258408,0.00007558407,0.00006555134,0.001557974,0.0001815015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007342082,"about_ca_system_score_gemma":0.0001118447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003238205,"about_ca_topic_score_gemma":0.00002619254,"domain_scores_codex":[0.9979597,0.0000327298,0.0002799888,0.0003369988,0.0007961982,0.0005943709],"domain_scores_gemma":[0.9989963,0.0001171212,0.00006609898,0.0003279347,0.0001486643,0.0003438713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007311572,0.00132802,0.5882056,0.001132287,0.0004214428,0.00180794,0.0001533242,1.812174e-7,0.339167,0.01482583,0.03005113,0.01559566],"study_design_scores_gemma":[0.002416892,0.001121606,0.5206568,0.0002703027,0.00002511879,0.0003019045,0.00004983813,0.00001217533,0.1863385,0.001949559,0.2865416,0.0003157186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5745696,0.001190821,0.001296443,0.003050864,0.0003134601,0.1405127,0.00006784093,0.0004520072,0.2785462],"genre_scores_gemma":[0.9465058,0.00001538401,0.03007166,0.001739059,0.001699195,0.01472098,0.00006186019,0.00005771071,0.005128335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719362,"threshold_uncertainty_score":0.8269648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014662117620837,"score_gpt":0.3813870834607667,"score_spread":0.3612404622845584,"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."}}