{"id":"W4281621557","doi":"10.1016/j.jdcr.2022.05.031","title":"Rapid response to cemiplimab for advanced cutaneous squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"JAAD Case Reports","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epidermal growth factor receptor; Oncology; Skin cancer; Dermatology; Basal cell; Internal medicine; Incidence (geometry); Chemotherapy; Cancer research; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005779848,0.0002578826,0.0005061096,0.0001916022,0.0004677453,0.00001315862,0.00005394813,0.00005193807,0.0003031622],"category_scores_gemma":[0.0005201207,0.0002649496,0.0002077468,0.0003100559,0.00003816292,0.00003539633,0.0002639017,0.000231324,0.00001019161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007358487,"about_ca_system_score_gemma":0.0003675333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008021207,"about_ca_topic_score_gemma":0.00001926147,"domain_scores_codex":[0.9976603,0.00009162058,0.0005658597,0.0007118569,0.0004589971,0.0005113512],"domain_scores_gemma":[0.9979713,0.0004431496,0.0002520336,0.000922491,0.0001426036,0.0002683995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.01183016,0.0003362461,0.007012038,0.0002103674,0.00003986151,0.9299274,0.001696263,0.0001203028,0.01796383,0.000003662776,0.02075137,0.01010849],"study_design_scores_gemma":[0.002039489,0.003523157,0.003201287,0.00001176091,0.0001643056,0.627306,0.001544791,0.00002528971,0.01723431,0.00003541222,0.3445657,0.000348455],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898282,0.002227456,0.00007846139,0.00139354,0.0009876824,0.001919807,0.00008306796,0.0001067006,0.003375088],"genre_scores_gemma":[0.9888735,0.000006279956,0.002160543,0.0008851473,0.00020441,0.00138777,0.00002585117,0.00008259642,0.006373923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238143,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626752380426999,"score_gpt":0.2763429305482489,"score_spread":0.2600754067439789,"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."}}