{"id":"W3201365320","doi":"10.1002/pbc.29367","title":"Treatment abandonment: A report from the collaborative African network for childhood cancer care and research—CANCaRe Africa","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Fondation Sanofi Espoir","keywords":"Medicine; Abandonment (legal); Childhood cancer; Cancer; Family medicine; Blood cancer; Internal medicine","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":[0.0002829079,0.0003238148,0.0005855598,0.00008200909,0.0005566358,0.000100142,0.0001819275,0.0001676879,0.0002401355],"category_scores_gemma":[0.0004797451,0.000217624,0.0001531911,0.001559419,0.0001844771,0.00006753088,0.0002015224,0.0003804084,0.000005129271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446131,"about_ca_system_score_gemma":0.007904856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004530459,"about_ca_topic_score_gemma":0.002782942,"domain_scores_codex":[0.9965202,0.0002170336,0.0004129613,0.0009177686,0.0009793161,0.0009526773],"domain_scores_gemma":[0.996046,0.00135647,0.000167073,0.0006948808,0.001351583,0.0003839693],"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":[0.002812038,0.001480068,0.5560233,0.000849132,0.005409166,0.004794192,0.09750049,0.000215564,0.0005121349,0.0001336981,0.2866137,0.04365652],"study_design_scores_gemma":[0.03848061,0.002982331,0.2045196,0.0005487249,0.009686806,0.0004373133,0.01957956,0.0002095349,0.004154594,0.0005143909,0.7177547,0.001131918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5947982,0.385838,0.00003675442,0.008639813,0.0005964825,0.003643547,0.002848481,0.00008558812,0.003513178],"genre_scores_gemma":[0.9223156,0.05821258,0.00142844,0.0003014542,0.009035372,0.005594896,0.0003328837,0.0001038958,0.002674855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4311409,"threshold_uncertainty_score":0.9977194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562567042086555,"score_gpt":0.3318209421089555,"score_spread":0.30619527168809,"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."}}