{"id":"W4223480236","doi":"10.1002/pbc.29713","title":"How essential are in‐person clinic visits during maintenance treatment of children with acute lymphoblastic leukemia?","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatrics; Maintenance therapy; Health maintenance; Lymphoblastic Leukemia; Otitis; Limp; Chemotherapy; Physical therapy; Intensive care medicine; Health care; Leukemia; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001268169,0.0003705906,0.0007806427,0.0004603486,0.0001733015,0.00002682372,0.000265354,0.0001029925,0.0003502671],"category_scores_gemma":[0.00005120485,0.0002973768,0.0001838545,0.001243723,0.00009422973,0.0001168735,0.0001427522,0.0003311151,0.000009980411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360504,"about_ca_system_score_gemma":0.002773737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066249,"about_ca_topic_score_gemma":0.000163385,"domain_scores_codex":[0.9969666,0.000094706,0.0003942848,0.0007382595,0.001010781,0.0007953951],"domain_scores_gemma":[0.9986052,0.0001253618,0.0003795217,0.0005064329,0.0001366718,0.0002468061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003913869,0.001317697,0.9861124,0.0003788913,0.001630249,0.001945286,0.000861614,0.0008154053,0.001409444,0.000006675963,0.0009002336,0.0007082017],"study_design_scores_gemma":[0.06022835,0.0047902,0.9180256,0.0001913776,0.005928433,0.001944846,0.0008000056,0.0008236069,0.006385837,0.000006761745,0.0001313863,0.0007435913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944331,0.003280883,0.00004009203,0.0006329698,0.000191412,0.0009806964,0.000258522,0.00006214842,0.0001201725],"genre_scores_gemma":[0.9924949,0.002928009,0.0001520981,0.00007378527,0.0009744806,0.0006081382,0.00003664212,0.00008595082,0.002645969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06808683,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090657534616065,"score_gpt":0.2596774418709953,"score_spread":0.2487708665248346,"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."}}