{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006221751,0.000306877,0.0005439718,0.0003962107,0.0002421162,0.0003731124,0.0002556737,0.0004095411,0.004353595],"category_scores_gemma":[0.001117424,0.00007271316,0.0003162614,0.0002498592,0.0001232876,0.0003476131,0.0002032994,0.001018338,0.0009055535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590724,"about_ca_system_score_gemma":0.0002402754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347418,"about_ca_topic_score_gemma":0.0004752505,"domain_scores_codex":[0.9997569,0.00008409663,0.00001889357,0.00002447979,0.00005315925,0.00006246742],"domain_scores_gemma":[0.9996179,0.0001097967,0.00006307793,0.00004263518,0.00004770608,0.0001189484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.01941853,0.003109277,0.02886819,0.001801559,0.0004428748,0.03651888,0.0003432096,0.002112231,0.06992374,0.001667804,0.04135004,0.7944437],"study_design_scores_gemma":[0.01758171,0.105766,0.300247,0.001108079,0.0005759757,0.1708106,0.0004854611,0.006769945,0.04387114,0.004232629,0.3484398,0.0001116889],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689712,0.05123739,0.003028196,0.00613712,0.001255447,0.002731228,0.001032719,0.0006635755,0.0649432],"genre_scores_gemma":[0.9883327,0.003572067,0.0007769868,0.002209923,0.0003690059,0.0002426777,0.0006849777,0.00002435414,0.003787235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004353595,"threshold_uncertainty_score":0.01456416,"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."}}