{"id":"W2947061444","doi":"10.1200/jco.2019.37.15_suppl.2580","title":"Patient survival with immune checkpoint inhibitors and targeted agents in phase 1 trials: A propensity score weighted analysis.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Propensity score matching; Regimen; Oncology; Clinical trial; Univariate analysis; Multivariate analysis","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":[0.02742672,0.0006105242,0.00122748,0.002367524,0.0002921013,0.001269457,0.0008581231,0.0008551482,0.003789297],"category_scores_gemma":[0.03553625,0.0004467836,0.005626563,0.002428711,0.0005277236,0.001214025,0.001502952,0.001177185,0.0004762473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006136134,"about_ca_system_score_gemma":0.0006420601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005933077,"about_ca_topic_score_gemma":0.0005819637,"domain_scores_codex":[0.9822579,0.01137778,0.002221293,0.00220809,0.001443597,0.000491325],"domain_scores_gemma":[0.9655933,0.01737568,0.01246022,0.002950419,0.0008478929,0.0007725304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01803375,0.0002172308,0.9173622,0.000959069,0.02708231,0.0002013199,0.0001363956,0.007984638,0.0005819328,0.001257498,0.002902172,0.02328146],"study_design_scores_gemma":[0.003135408,0.005573416,0.8224459,0.0003729893,0.02822951,0.001278986,0.0003259913,0.1224529,0.0008836755,0.004714739,0.01046286,0.0001236711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517615,0.01078544,0.02872489,0.0007660077,0.0002043642,0.001187183,0.004900453,0.00009494006,0.001575301],"genre_scores_gemma":[0.9932981,0.0005291966,0.002659559,0.0001090363,0.00009122762,0.0005323715,0.002267322,0.00002609513,0.0004871663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742672,"threshold_uncertainty_score":0.1450481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028076189608855,"score_gpt":0.4077101492047787,"score_spread":0.3049025302438932,"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."}}