{"id":"W2002083419","doi":"10.1039/c4ib00062e","title":"The EGFR demonstrates linear signal transmission","year":2014,"lang":"en","type":"article","venue":"Integrative Biology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Cancer Research UK","keywords":"Transmission (telecommunications); SIGNAL (programming language); Computational biology; Biology; Chemistry; Biophysics; Computer science; Telecommunications","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":[0.000570312,0.0001382504,0.0002289328,0.00005084504,0.0001617362,0.00001257704,0.0001811244,0.0001529682,0.0004205633],"category_scores_gemma":[0.0003371399,0.00006403051,0.00008933932,0.0001396418,0.0005936659,0.00001887122,0.00002369456,0.0004849242,0.0001722476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007093763,"about_ca_system_score_gemma":0.0002008523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065899,"about_ca_topic_score_gemma":0.00005920434,"domain_scores_codex":[0.9987367,0.000357825,0.0002109456,0.0002415566,0.0001249792,0.0003279247],"domain_scores_gemma":[0.9986359,0.000782155,0.00003976441,0.0002039627,0.0002027751,0.0001353728],"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":[0.0006516982,0.00009023523,0.01387702,0.00002594928,0.0001055279,0.00001113258,0.0005684416,0.000001496592,0.2254778,0.0243501,0.007929653,0.7269109],"study_design_scores_gemma":[0.0008240138,0.002537745,0.002867147,0.0001325548,0.00002326574,0.0000468572,0.0005036572,0.004067956,0.1586439,0.006158319,0.8240468,0.0001478559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4936947,0.008979001,0.2341937,0.08027484,0.001414947,0.002685145,0.00006366823,0.0004617047,0.1782323],"genre_scores_gemma":[0.9953138,0.0003159646,0.00162271,0.000489865,0.0003679438,0.00004933331,0.00001942392,0.00001575994,0.001805209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8161171,"threshold_uncertainty_score":0.4604873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196739022355707,"score_gpt":0.3882039810596925,"score_spread":0.3562365908361355,"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."}}