{"id":"W4321486270","doi":"10.1002/cncr.34702","title":"Vulnerable populations in childhood cancer research and clinical care","year":2023,"lang":"en","type":"letter","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Clinical trial; Childhood cancer; Equity (law); Health care; Family medicine; Cancer; Nursing; Internal medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.020522,0.000598741,0.001355464,0.0008654209,0.01454288,0.009022185,0.002622077,0.03759231,0.008254042],"category_scores_gemma":[0.04930701,0.0009719247,0.001306082,0.001205796,0.01120422,0.01014277,0.009961057,0.03691775,0.001743112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009333594,"about_ca_system_score_gemma":0.02667321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308115,"about_ca_topic_score_gemma":0.03727132,"domain_scores_codex":[0.9794163,0.01151012,0.001881683,0.001330629,0.003168378,0.002693041],"domain_scores_gemma":[0.9380141,0.03234237,0.003246104,0.001665911,0.003560801,0.02117069],"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":[0.0001237408,0.0001530953,0.01212604,0.0005319183,0.00006727871,0.009974819,0.006939154,0.0002106521,0.0006469269,0.03228879,0.8907961,0.04614142],"study_design_scores_gemma":[0.0002138431,0.0002706424,0.008335739,0.002745025,0.00008212308,0.01089845,0.0195187,0.0005889663,0.000337904,0.06833699,0.8885138,0.0001579397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0012744,0.002249614,0.00009163748,0.9906723,0.002750326,0.00002022935,0.00001190893,0.000008304286,0.002921303],"genre_scores_gemma":[0.02241681,0.00442419,0.0008667117,0.949457,0.01949072,0.0002047661,0.00003231141,0.0000259405,0.003081499],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03759231,"threshold_uncertainty_score":0.108532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2986226856828356,"score_gpt":0.5244781611301934,"score_spread":0.2258554754473578,"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."}}