{"id":"W2169052759","doi":"","title":"Regulation of multiple tumor microenvironment markers by overexpression of single or paired combinations of ErbB receptors.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"ErbB; Biology; Cancer research; Tumor microenvironment; Angiogenesis; Receptor; Tumor progression; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781529,0.00009164039,0.0002690286,0.000106546,0.00002373328,0.000002552024,0.00007839247,0.0000589127,0.0003829857],"category_scores_gemma":[0.0008901319,0.00007800499,0.00006551722,0.0002178933,0.0001937892,0.00004972189,0.0000249942,0.00008080271,0.000001598301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567683,"about_ca_system_score_gemma":0.0000684169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005027557,"about_ca_topic_score_gemma":0.000003882232,"domain_scores_codex":[0.998531,0.0001456874,0.0004252048,0.000178686,0.0004910493,0.0002283701],"domain_scores_gemma":[0.9990754,0.0001724824,0.000235593,0.0003152431,0.00008916963,0.0001121664],"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":[0.0009647726,0.002779832,0.03848299,0.0004741224,0.00007037546,0.000001074218,0.0002615871,0.00001641361,0.8894238,0.00005623652,0.03697113,0.03049765],"study_design_scores_gemma":[0.002837965,0.0002018291,0.2511896,0.0002475209,0.00002604971,0.000002950713,0.0001520628,0.00005444038,0.7356531,0.00004693306,0.009522072,0.00006544948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994661,0.000294502,0.0001118529,0.000302774,0.00009962348,0.001548945,0.00005836781,0.00001462566,0.002908329],"genre_scores_gemma":[0.9963551,0.00004819366,0.0009770857,0.00001905253,0.000009330143,0.000195492,0.00003732297,0.00002093905,0.002337466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2127067,"threshold_uncertainty_score":0.4193424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022559267485461,"score_gpt":0.2614301391182426,"score_spread":0.221204546443388,"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."}}