{"id":"W2922442128","doi":"10.1126/science.aaw4892","title":"Science and health for all children with cancer","year":2019,"lang":"en","type":"review","venue":"Science","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":424,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"American Lebanese Syrian Associated Charities","keywords":"Multidisciplinary approach; Abandonment (legal); Childhood cancer; Medicine; Low and middle income countries; Cancer; Global health; Child survival; Environmental health; Family medicine; Economic growth; Developing country; Political science; Survivorship curve; Public health; Nursing; Internal medicine; Economics","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":[0.004661618,0.0003255506,0.001450484,0.0005703973,0.0003869654,0.0001359588,0.0007648971,0.00006855493,0.00001317979],"category_scores_gemma":[0.0002710368,0.0002180929,0.00009773606,0.002318382,0.002442722,0.0002907386,0.0002075077,0.0002863648,0.00001485917],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007828227,"about_ca_system_score_gemma":0.02990109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005672741,"about_ca_topic_score_gemma":0.0001786218,"domain_scores_codex":[0.9958795,0.0000292049,0.0004384409,0.001253877,0.00159809,0.0008008912],"domain_scores_gemma":[0.9977605,0.00007881909,0.0004405149,0.0007827434,0.0003733799,0.000564074],"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":[0.000007506622,0.00003853265,0.0003420287,0.0118526,0.00004528748,4.788075e-7,0.0003731901,2.132479e-7,0.000001303924,0.0003974909,0.001029362,0.985912],"study_design_scores_gemma":[0.0005046284,0.0006793927,0.00288664,0.01594939,0.0002957176,0.0001494199,0.00002583174,0.000007700394,0.000003396901,0.00001325687,0.9791483,0.0003363786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001453775,0.9933189,0.00004197302,0.002361276,0.0004246995,0.003273012,0.00009318953,0.0000478691,0.0002937377],"genre_scores_gemma":[0.00005127984,0.9942544,0.001586417,0.003286794,0.000264919,0.0001160442,0.00001389439,0.00003504756,0.0003912818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9855756,"threshold_uncertainty_score":0.9755985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548361150599154,"score_gpt":0.4762167687880017,"score_spread":0.3213806537280863,"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."}}