{"id":"W2064855306","doi":"10.1309/x4uadhvn317v2xmw","title":"Epidermal Growth Factor Receptor Expression in Anal Canal Carcinoma","year":2005,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Epidermal growth factor receptor; Epidermal growth factor; Pathology; Cancer research; Receptor; Carcinoma; Cell; Growth factor receptor; Biology; Anal canal; Medicine; Internal medicine; Rectum","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":[0.0009285092,0.0001732547,0.00121628,0.0002649927,0.0000312407,0.000005898303,0.0001771594,0.0001221631,0.0003847012],"category_scores_gemma":[0.001278653,0.0001258905,0.0004543374,0.0002941272,0.0005063765,0.0001108614,0.0000595532,0.001024063,0.00002979368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008429553,"about_ca_system_score_gemma":0.0003411285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009581884,"about_ca_topic_score_gemma":0.0001254875,"domain_scores_codex":[0.9969196,0.0005250578,0.001627211,0.0002610149,0.0003033573,0.0003637262],"domain_scores_gemma":[0.9977082,0.0006040022,0.0008255951,0.0001617628,0.0002160244,0.0004844257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001980878,0.0003654369,0.888537,0.000008563961,0.00002372523,0.00154349,0.0001986472,0.000004287823,0.006134927,0.00001591647,0.0009650483,0.100222],"study_design_scores_gemma":[0.002313828,0.005083109,0.9863703,0.00006483036,0.00004548054,0.001614756,0.0002801417,0.00005760775,0.001157916,0.00004404591,0.002832072,0.000135909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928043,0.0002351416,0.00008020535,0.005847386,0.0003463061,0.00007612216,0.00000796934,0.000008677603,0.0005938465],"genre_scores_gemma":[0.9918395,0.0001083074,0.00389211,0.002392086,0.00165106,0.000001726386,0.000003749934,0.0000171132,0.00009438121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000861,"threshold_uncertainty_score":0.5133663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253033827358604,"score_gpt":0.3647156947337922,"score_spread":0.3221853564602062,"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."}}