{"id":"W4200625024","doi":"10.51731/cjht.2021.145","title":"Durvalumab (Imfinzi)","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durvalumab; Reimbursement; Carboplatin; Medicine; Etoposide; Authorization; Cisplatin; Intensive care medicine; Political science; Cancer; Surgery; Chemotherapy; Internal medicine; Law; Computer science; Computer security","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":[0.0005371618,0.00009260227,0.0004268643,0.0004345769,0.0002101706,0.00002349021,0.0001748493,0.00008779616,0.00008130426],"category_scores_gemma":[0.002370374,0.00007518045,0.00009098319,0.0004671811,0.0002591462,0.00006465328,0.00003411743,0.000567433,0.00001431288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008997102,"about_ca_system_score_gemma":0.01290345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838593,"about_ca_topic_score_gemma":0.005019839,"domain_scores_codex":[0.998651,0.00004938348,0.0004137439,0.0001205293,0.0002536925,0.0005116321],"domain_scores_gemma":[0.9987924,0.00004951535,0.0001759329,0.0002805528,0.000544695,0.0001569089],"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":[0.00003747986,0.00004152029,0.03940975,0.000590928,0.0002861063,0.005758048,0.0005741657,0.000004295377,0.0002607797,0.002118635,0.1099729,0.8409454],"study_design_scores_gemma":[0.001341838,0.0008433672,0.05655726,0.0008457407,0.00003364579,0.00370348,0.008353382,0.000004304251,0.003604748,0.003546098,0.9210238,0.0001422744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.129577,0.4378716,0.0001518958,0.4281692,0.0006895217,0.0002856872,0.00002101551,0.0001443004,0.003089702],"genre_scores_gemma":[0.9940083,0.003238387,0.001150314,0.001093123,0.00002514047,0.000004124115,0.000001604363,0.00001296204,0.0004660525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644313,"threshold_uncertainty_score":0.9926925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508276305137164,"score_gpt":0.369229935454557,"score_spread":0.3184023049408405,"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."}}