{"id":"W4411846580","doi":"10.3899/jrheum.2025-0314.24","title":"Immune Checkpoint Inhibitors: A Pediatric Needs Assessment","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; Research Canada; Arthritis Research Centre of Canada; University of Alberta; BC Children's Hospital","funders":"","keywords":"Medicine; Adverse effect; Internal medicine; Myositis; Population; Rheumatology; Cohort; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00236948,0.000355504,0.0005710723,0.001521341,0.001899933,0.001326013,0.0007654863,0.001338275,0.006941195],"category_scores_gemma":[0.007110958,0.0002675382,0.0005867,0.001340454,0.0004273075,0.002571418,0.002665247,0.002611937,0.0008189424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825486,"about_ca_system_score_gemma":0.005452082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003156646,"about_ca_topic_score_gemma":0.005383715,"domain_scores_codex":[0.9985085,0.000424261,0.0002678965,0.00009458069,0.0003491197,0.0003555651],"domain_scores_gemma":[0.9962617,0.0007691346,0.0005919901,0.0000361558,0.0008952947,0.001445774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001301121,0.00201151,0.4812416,0.00258682,0.0000436187,0.01282156,0.01258438,0.0008516943,0.000747893,0.004283983,0.1207347,0.3619622],"study_design_scores_gemma":[0.0001317536,0.001779902,0.585886,0.00824735,0.00008322314,0.04385238,0.09815402,0.003459124,0.0006761862,0.009750969,0.2478277,0.0001513439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6422904,0.01840722,0.003318525,0.2705716,0.001346118,0.003859183,0.003615487,0.0001808726,0.05641064],"genre_scores_gemma":[0.892092,0.04184786,0.02604736,0.02606494,0.001617816,0.003925362,0.002869208,0.00005334066,0.005482162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006941195,"threshold_uncertainty_score":0.0232206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005546650497516058,"score_gpt":0.2406943111338798,"score_spread":0.2351476606363637,"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."}}