{"id":"W2313269848","doi":"10.1177/0194599812451438a76","title":"Imaging Cutaneous Head and Neck Cancer with Panitumumab‐IRDye","year":2012,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathology; Immunohistochemistry; Autofluorescence; Medicine; Panitumumab; Histology; Cancer; Fluorescence; Colorectal cancer; Cetuximab; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005595148,0.0001768174,0.0003618655,0.00006983965,0.00009984145,0.000007900891,0.00004996145,0.00005636936,0.0002184123],"category_scores_gemma":[0.00002185302,0.0001354434,0.00002753645,0.00009914121,0.0002256189,0.00009705164,0.00007468199,0.0001963153,0.00004094542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008549728,"about_ca_system_score_gemma":0.00005878491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004691022,"about_ca_topic_score_gemma":0.0002765374,"domain_scores_codex":[0.9989811,0.00002874982,0.0001364476,0.000242712,0.0001179239,0.0004930974],"domain_scores_gemma":[0.9994473,0.00005640217,0.00005724232,0.0002247577,0.00004746512,0.0001667683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002209508,0.00005644001,0.9931648,0.0000681778,0.0001063844,0.0002895201,0.0005222855,2.976622e-7,0.0005931054,0.0002155661,0.001081922,0.003680594],"study_design_scores_gemma":[0.001387416,0.0002475032,0.9472772,0.00009713858,0.0001427006,0.007427206,0.0001047955,0.00002159166,0.0005415051,0.00002768853,0.04254419,0.000181101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742827,0.01160692,0.00004617058,0.001959916,0.0002669082,0.0002780271,0.000006411058,0.00006233718,0.01149062],"genre_scores_gemma":[0.9954773,0.0003721366,0.001287234,0.001680356,0.0004255722,0.00008602693,0.000004431978,0.00003791017,0.0006290189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04588759,"threshold_uncertainty_score":0.552322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350879257308132,"score_gpt":0.2809321597581025,"score_spread":0.2674233671850212,"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."}}