{"id":"W3199745421","doi":"10.1002/pbc.29342","title":"Disparities in pediatric psychosocial oncology utilization","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Cancer Institute; National Institutes of Health; Academic Pediatric Association","keywords":"Medicine; Psychosocial; Logistic regression; Ethnic group; Pediatric cancer; Socioeconomic status; Mental health; Psychiatry; Cohort; Family medicine; Cancer; Internal medicine; Population; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0008462367,0.0001148025,0.0001357274,0.0006083116,0.0003453424,0.0004315251,0.000313426,0.0001776712,0.002610421],"category_scores_gemma":[0.00262967,0.0000867296,0.0002355855,0.001057148,0.0002651689,0.000337894,0.0007554088,0.0004200137,0.00009821256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045199,"about_ca_system_score_gemma":0.001346451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673661,"about_ca_topic_score_gemma":0.02884625,"domain_scores_codex":[0.9993359,0.0001551718,0.00004255614,0.000126023,0.0001311378,0.000209187],"domain_scores_gemma":[0.9983485,0.0002665415,0.0009778249,0.00004427998,0.00008236385,0.0002805384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001112294,0.00002308722,0.9951218,0.00001838542,0.00002417166,0.00003542508,0.0001764704,0.00006653862,0.00003167091,0.0002137875,0.0003149181,0.003962488],"study_design_scores_gemma":[0.000002544638,0.0000230156,0.9986791,0.00004206566,0.0000129638,0.00009471158,0.0003974145,0.0001327081,0.00003127761,0.0001003756,0.0004823701,0.00000136746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963332,0.0007714959,0.0001252028,0.0006972082,0.000008372424,0.00001295169,0.0006235613,0.000004583075,0.001423466],"genre_scores_gemma":[0.9990761,0.0004334157,0.00009432127,0.00006020049,0.000009123461,0.0000106647,0.0002565579,0.000001304232,0.00005824691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673661,"threshold_uncertainty_score":0.03327841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05038314087782333,"score_gpt":0.3700574188247807,"score_spread":0.3196742779469574,"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."}}