{"id":"W2744043012","doi":"10.1126/science.357.6351.540","title":"Children with cancer get more access to experimental drugs","year":2017,"lang":"en","type":"article","venue":"Science","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Cancer drugs; Equity (law); Clinical trial; Cancer; Medicine; Drug; Disease; Drug approval; Family medicine; Business; Intensive care medicine; Political science; Pharmacology; Law; Internal medicine","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":[0.007976497,0.0003344919,0.0006689102,0.0007544477,0.001882377,0.004331541,0.001082765,0.006913938,0.0654518],"category_scores_gemma":[0.04241543,0.0003777877,0.001604495,0.001028772,0.002250353,0.004539408,0.004176761,0.008504891,0.008310035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081567,"about_ca_system_score_gemma":0.009656471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427247,"about_ca_topic_score_gemma":0.0134993,"domain_scores_codex":[0.9933467,0.002506398,0.0004735083,0.0005857252,0.001995226,0.001092499],"domain_scores_gemma":[0.9568352,0.0210935,0.006305841,0.002351304,0.00424546,0.009168654],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007767134,0.0004301599,0.0224158,0.0004435119,0.0001901107,0.0004692887,0.0002104165,0.0005117277,0.001577073,0.04202532,0.766577,0.1643728],"study_design_scores_gemma":[0.0006000546,0.0004693356,0.01737812,0.0006768617,0.0001023865,0.000836818,0.0003344481,0.0002005952,0.001126362,0.01295615,0.9652702,0.00004873915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0224731,0.0263613,0.003963628,0.8401318,0.008154966,0.0001784663,0.004435618,0.0007714597,0.09352962],"genre_scores_gemma":[0.160365,0.02634458,0.01104115,0.7528806,0.01355432,0.0003560733,0.003615069,0.0004545238,0.0313887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920235,"threshold_uncertainty_score":0.2189581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935890548698298,"score_gpt":0.4627235948341249,"score_spread":0.4133646893471419,"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."}}