{"id":"W6976873390","doi":"10.60692/vvp5e-9e580","title":"Communication transforms the impact of the COVID‐19 pandemic on children with cancer and their families","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Psychosocial; Pandemic; Psychological intervention; Anxiety; Focus group; Pediatric cancer","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":[0.0005782557,0.0001010345,0.0001038372,0.00008955043,0.0003744792,0.0001598793,0.0005006989,0.00003565878,4.951988e-7],"category_scores_gemma":[0.00001267801,0.00003839785,0.00005212724,0.0003596023,0.00006262331,0.000320031,0.00006793201,0.0001545124,0.00000752966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006473898,"about_ca_system_score_gemma":0.00005596885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004229246,"about_ca_topic_score_gemma":0.000003911281,"domain_scores_codex":[0.9993239,0.0001238505,0.0001960437,0.00007675668,0.000150124,0.000129333],"domain_scores_gemma":[0.9992149,0.00003188998,0.0001840814,0.0004974579,0.00003383577,0.00003782896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001054233,8.070808e-7,0.6070657,0.00002664839,0.00004778464,2.561503e-8,0.3570084,0.01029614,2.691334e-7,0.0002686811,0.0000313967,0.0252437],"study_design_scores_gemma":[0.0005034442,0.00007599495,0.9760284,0.0001250265,0.000007871247,0.00004492416,0.01004941,0.0127485,0.00002160927,0.000003473807,0.0002866545,0.0001046547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705343,0.000009403902,0.02840876,0.0003246673,0.00003817475,0.0003008573,0.00002504558,0.0002705891,0.00008820276],"genre_scores_gemma":[0.9997841,0.00000169173,0.00005909712,0.00007830461,0.000008022145,0.00003701939,0.000005333826,0.000003731942,0.00002276929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689628,"threshold_uncertainty_score":0.2880229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388248838521053,"score_gpt":0.2613828802866349,"score_spread":0.2175003919014244,"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."}}