{"id":"W4294292647","doi":"10.51731/cjht.2022.433","title":"Cemiplimab (Libtayo)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Lung cancer; Oncology; Family medicine; Political science; Health care","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":[0.0002122127,0.00006035911,0.0002075773,0.0004393763,0.000414592,0.000008868895,0.000127445,0.00002848602,0.0001662672],"category_scores_gemma":[0.00008460681,0.00005058209,0.00005712736,0.0002755543,0.00006483506,0.00003928058,0.00001651768,0.0003333025,0.000003601748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119484,"about_ca_system_score_gemma":0.005262549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444268,"about_ca_topic_score_gemma":0.0005726,"domain_scores_codex":[0.9992524,0.00002197801,0.0002734605,0.0000706707,0.0001300649,0.0002514292],"domain_scores_gemma":[0.9994953,0.0000154799,0.0001932052,0.0001469398,0.00007007208,0.00007902522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003553695,0.00007839685,0.02309673,0.00008359095,0.0001933382,0.000990722,0.001194458,0.00008252417,0.00003608756,0.003713435,0.04893882,0.9215564],"study_design_scores_gemma":[0.001092355,0.00127426,0.01091255,0.00005490948,0.00005136755,0.001837495,0.01049217,0.000005923931,0.0001022054,0.002273587,0.9718326,0.00007060796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2959079,0.2577952,0.0004274282,0.4357978,0.001929524,0.0009286968,0.0001588596,0.0003003315,0.006754253],"genre_scores_gemma":[0.9978112,0.0001302145,0.0005474313,0.001149825,0.000007663746,0.00001456986,0.000005232588,0.000009382053,0.0003244948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9228938,"threshold_uncertainty_score":0.9335535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357853496449219,"score_gpt":0.3292358113351322,"score_spread":0.30565727637064,"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."}}