{"id":"W1975541882","doi":"10.1002/pbc.24440","title":"Essential medicines for children with cancer","year":2012,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citation; Medicine; Library science; Blood cancer; Cancer; Family medicine; Internal medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001627037,0.0001710756,0.0002955263,0.00004677787,0.0001325141,0.00001050908,0.00006928016,0.00006003413,0.0008950994],"category_scores_gemma":[0.00005851371,0.0001101849,0.00007000572,0.0002482386,0.00005260271,0.0001540805,0.00003337851,0.0001810634,0.000009912314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002668208,"about_ca_system_score_gemma":0.0001273466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006568,"about_ca_topic_score_gemma":0.00008976233,"domain_scores_codex":[0.9988172,0.00001583396,0.0001745605,0.0002109193,0.0002827059,0.0004987901],"domain_scores_gemma":[0.9992294,0.0001337846,0.0001154422,0.0001241932,0.0001127331,0.0002844984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003975964,0.0002775124,0.9679896,0.000221782,0.0006267084,0.000001741495,0.000181949,0.000002512817,0.0001059628,0.00003121403,0.0241713,0.005992116],"study_design_scores_gemma":[0.009608447,0.0005037331,0.785261,0.00006940423,0.01805608,0.00007442691,0.00007746178,0.00002281321,0.00252705,0.00001792995,0.1833179,0.0004636874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869193,0.1192589,0.0000919413,0.008515501,0.0009445273,0.0008318738,0.00009474828,0.00007189386,0.000997538],"genre_scores_gemma":[0.950811,0.02835599,0.0003571259,0.00249999,0.01696734,0.0005165606,0.00001568693,0.00003478063,0.0004415582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827286,"threshold_uncertainty_score":0.980071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109705146972203,"score_gpt":0.3723962486198319,"score_spread":0.3412991971501099,"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."}}