{"id":"W4386256073","doi":"10.3390/cancers15174312","title":"Immune Checkpoint Inhibitors in Advanced Cutaneous Squamous Cell Carcinoma: Real-World Experience from a Canadian Comprehensive Cancer Centre","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Cégep de Lévis; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pembrolizumab; Internal medicine; Adverse effect; Oncology; Immune system; Cancer; Population; Retrospective cohort study; Performance status; Immunotherapy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001315838,0.0003012929,0.0002710848,0.0002936031,0.001179923,0.0007888325,0.0005205547,0.0003545651,0.0009585703],"category_scores_gemma":[0.002193617,0.0001441905,0.0002707251,0.0007982954,0.0005623702,0.0002186169,0.0005191925,0.0004009088,0.0001542304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102842,"about_ca_system_score_gemma":0.01204971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.62524,"about_ca_topic_score_gemma":0.8058388,"domain_scores_codex":[0.9991778,0.0001280573,0.00003375408,0.0001057782,0.0003775434,0.0001770668],"domain_scores_gemma":[0.9983626,0.0001989266,0.0002667718,0.0000789381,0.0004565081,0.0006361174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002443071,0.001835027,0.8099384,0.0003585611,0.0002349253,0.003926007,0.004484498,0.001937413,0.005052275,0.0004081691,0.01275178,0.1566299],"study_design_scores_gemma":[0.0005016835,0.002950263,0.9699987,0.0001374353,0.0001205517,0.002700485,0.002089539,0.001025726,0.001042499,0.00007622984,0.01929403,0.00006289068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949063,0.001965899,0.0001086316,0.0006861592,0.00001132743,0.0001034855,0.0004397574,0.000009203181,0.001769187],"genre_scores_gemma":[0.9935147,0.003273287,0.0006084859,0.0006970915,0.00004381996,0.00003654872,0.0007369255,0.00001016244,0.001078999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37476,"threshold_uncertainty_score":0.7539341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688317823265019,"score_gpt":0.2749603213371418,"score_spread":0.2580771431044916,"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."}}