{"id":"W4200058699","doi":"10.1177/12034754211064273","title":"PD-1 Blockade With Concurrent Radiotherapy for Locally Advanced Inoperable Cutaneous Squamous Cell Carcinoma","year":2021,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Regimen; Radiation therapy; Internal medicine; Oncology; Gastroenterology","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":[0.0002978995,0.0003319117,0.001495135,0.0002285468,0.0001357824,0.00001917556,0.00008169501,0.0001041442,0.0001503226],"category_scores_gemma":[0.0003846781,0.0002217247,0.0002103646,0.0002459677,0.0002529495,0.00007245607,0.00002086526,0.000390054,9.382644e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701383,"about_ca_system_score_gemma":0.000943803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001589119,"about_ca_topic_score_gemma":0.00001806407,"domain_scores_codex":[0.9976722,0.00006810197,0.0008853724,0.0003184316,0.0006020853,0.0004537906],"domain_scores_gemma":[0.9962755,0.001777319,0.0004839184,0.000252951,0.0008311843,0.0003791628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.02702023,0.002166742,0.2599218,0.005312851,0.002139414,0.2124266,0.008374083,0.0006180809,0.08315152,0.00008030274,0.1646926,0.2340958],"study_design_scores_gemma":[0.02154681,0.01866846,0.004118568,0.003105282,0.001977898,0.5149454,0.00539413,0.0004784077,0.03556325,0.00009809152,0.3930079,0.001095779],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190273,0.0704127,0.001320516,0.006938956,0.0009790959,0.0003837517,0.000008978201,0.000018178,0.0009105247],"genre_scores_gemma":[0.9869893,0.006410133,0.001701943,0.002216748,0.001258796,0.0000119654,0.000008269441,0.00006055647,0.001342348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3025189,"threshold_uncertainty_score":0.9041671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829005185698006,"score_gpt":0.2669003844367047,"score_spread":0.2486103325797246,"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."}}