{"id":"W2039063579","doi":"10.1016/j.bpc.2011.11.003","title":"Ligand-induced clustering of EGF receptors: A quantitative study by fluorescence image moment analysis","year":2011,"lang":"en","type":"article","venue":"Biophysical Chemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Chemistry; Fluorescence; Confocal microscopy; Fluorescence microscope; Confocal; Receptor; Microscopy; Ligand (biochemistry); Bioanalysis; Biophysics; Fluorescence-lifetime imaging microscopy; Cell biology; Biochemistry; Optics; Chromatography; Biology; Physics","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":[0.0001084985,0.0001805421,0.000483296,0.00004726218,0.00004783769,0.000009782739,0.0001755809,0.00006434876,0.000327882],"category_scores_gemma":[0.00004676703,0.0001418283,0.000234291,0.0005328161,0.0001452587,0.00004782643,0.0001409629,0.000217885,0.00003146621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004154197,"about_ca_system_score_gemma":0.0000429346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004551466,"about_ca_topic_score_gemma":0.00000217301,"domain_scores_codex":[0.9985856,0.00002852166,0.0003019276,0.0003552871,0.0004621256,0.0002664795],"domain_scores_gemma":[0.9991976,0.00005274233,0.00009544913,0.0002982804,0.0001511704,0.0002047757],"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":[0.0006378498,0.001778086,0.006253806,0.0001808445,0.0007316089,0.00003240494,0.0009415513,1.75761e-7,0.9887903,0.000007774577,0.0002892497,0.0003563791],"study_design_scores_gemma":[0.0005536767,0.000659748,0.01191392,0.00004757452,0.0003314666,0.000002048101,0.0008687422,0.0006859165,0.9847034,0.000008805934,0.0000727256,0.0001519482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970077,0.00003900481,0.00009699174,0.00009473422,0.00002186293,0.0002055286,0.0000321468,0.00002467898,0.002477297],"genre_scores_gemma":[0.9973308,0.00002037835,0.001310063,0.00001320999,0.00007265381,0.00002401546,0.00003741694,0.00001339826,0.001178037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005660109,"threshold_uncertainty_score":0.5783591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018130802871878,"score_gpt":0.3295765457066751,"score_spread":0.2793952376779563,"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."}}