{"id":"W2892229061","doi":"10.1200/jco.2017.35.15_suppl.e21004","title":"Generalizability of clinical trials in metastatic melanoma.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada); University of British Columbia","funders":"","keywords":"Medicine; Ipilimumab; Clinical trial; Internal medicine; Population; Vemurafenib; Cancer; Cohort; Oncology; Melanoma; Metastatic melanoma; Immunotherapy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4256497,0.001069097,0.003005157,0.005061141,0.001019029,0.005558047,0.002616492,0.003847069,0.01960283],"category_scores_gemma":[0.6879572,0.0008702438,0.006385252,0.008551698,0.004852199,0.005922284,0.004955937,0.004584196,0.002018735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861303,"about_ca_system_score_gemma":0.00310597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084849,"about_ca_topic_score_gemma":0.002041481,"domain_scores_codex":[0.4368582,0.4361513,0.06117024,0.03097246,0.03195896,0.002888921],"domain_scores_gemma":[0.2039398,0.6223682,0.09877317,0.05942467,0.01327508,0.002219168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01681648,0.0005942425,0.6240168,0.02433332,0.03086944,0.001751769,0.002771802,0.004727474,0.0006125302,0.01830509,0.05683844,0.2183627],"study_design_scores_gemma":[0.01214432,0.006348682,0.6149787,0.01605984,0.02182363,0.004980558,0.002613301,0.01612245,0.001411894,0.09257879,0.2106211,0.0003167214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2972663,0.212227,0.171019,0.06014321,0.01264288,0.04160991,0.05323161,0.00207563,0.1497844],"genre_scores_gemma":[0.9446985,0.004907751,0.01292247,0.01732843,0.001728748,0.01072926,0.004931722,0.000325189,0.002427934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256497,"threshold_uncertainty_score":0.7082762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6925201321336265,"score_gpt":0.6835808158821697,"score_spread":0.00893931625145683,"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."}}