{"id":"W4383873786","doi":"10.1002/pbc.30569","title":"Children's Oncology Group's 2023 blueprint for research","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Oncology; Clinical trial; Malignancy; Cancer; Internal medicine; Intensive care medicine; Disease; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01560777,0.001967581,0.00150114,0.002494357,0.002844672,0.009251805,0.003874353,0.01840803,0.1033422],"category_scores_gemma":[0.03057382,0.0007663903,0.002216261,0.002384177,0.003225761,0.005935679,0.00708037,0.02154237,0.06700517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008650932,"about_ca_system_score_gemma":0.04886313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006881551,"about_ca_topic_score_gemma":0.01586178,"domain_scores_codex":[0.9861971,0.002559526,0.000779758,0.001402005,0.006540204,0.002521428],"domain_scores_gemma":[0.958119,0.005132017,0.001526918,0.002863134,0.01037147,0.02198738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002890515,0.00002382101,0.0001327456,0.00006307309,0.000007102621,0.00004484912,0.00001133282,0.00002616161,0.00005593537,0.004679145,0.9687219,0.02620512],"study_design_scores_gemma":[0.00003678638,0.00002120361,0.000294939,0.0002314047,0.000003693325,0.00005404963,0.00001675611,0.00001842086,0.00003678707,0.001427977,0.9978503,0.000007732935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004721904,0.02285371,0.001404822,0.6283061,0.2135309,0.0002951797,0.002432184,0.0007309112,0.1299739],"genre_scores_gemma":[0.008204944,0.04549772,0.01103083,0.4968067,0.1159617,0.0008134249,0.006023107,0.001531952,0.3141298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1033422,"threshold_uncertainty_score":0.3457142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093671105281837,"score_gpt":0.4467555704809553,"score_spread":0.3373884599527716,"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."}}