{"id":"W4399828028","doi":"10.32920/26052757.v1","title":"The Regulation of Epidermal Growth Factor Receptor Signaling","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Epidermal growth factor receptor; Factor (programming language); Epidermal growth factor; Cell biology; Receptor; Biology; Computer science; Genetics","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":[0.0001395888,0.0002535208,0.0001321937,0.0002290228,0.0001964363,0.00097677,0.0001727169,0.0003089333,0.00219906],"category_scores_gemma":[0.0001432036,0.0001126416,0.000199303,0.0001812058,0.0001948551,0.0003221864,0.0002975939,0.0006665152,0.001589776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423271,"about_ca_system_score_gemma":0.0002103555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004765427,"about_ca_topic_score_gemma":0.0004249669,"domain_scores_codex":[0.9998364,0.00001707791,0.000005845633,0.00003481097,0.00006418736,0.00004151431],"domain_scores_gemma":[0.9999573,0.000004962462,0.000009241553,0.000005239425,0.000009611997,0.00001352247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001746952,0.00005359247,0.0009678606,0.0002694666,0.00003168602,0.0004359458,0.00005893069,0.0003382121,0.9238287,0.009157886,0.004981576,0.05970142],"study_design_scores_gemma":[0.00003614242,0.0001148531,0.01505313,0.00006484996,0.00003096512,0.001284307,0.00009937275,0.002135263,0.8278087,0.003264581,0.1500876,0.0000202279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261174,0.1174683,0.02626163,0.005663804,0.001546857,0.000136114,0.0023961,0.0009344885,0.1194754],"genre_scores_gemma":[0.9205999,0.03293419,0.004158913,0.0007018521,0.0001745293,0.00004603027,0.001212147,0.00008649223,0.0400859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00219906,"threshold_uncertainty_score":0.007356584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08166949638005443,"score_gpt":0.3859924481226286,"score_spread":0.3043229517425742,"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."}}