{"id":"W2580067154","doi":"10.1002/pbc.26446","title":"Implementing guidelines: Proposed definitions of neuropsychology services in pediatric oncology","year":2017,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Terminology; Neuropsychology; Consistency (knowledge bases); Pediatric oncology; Clinical Practice; Childhood cancer; Service (business); Medical physics; Family medicine; Psychiatry; Cancer; Cognition; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001101949,0.0002897163,0.0008198493,0.0004506467,0.0002685157,0.00003303784,0.0005500251,0.000211889,0.0003190636],"category_scores_gemma":[0.0004970143,0.0002869791,0.0001863593,0.0004519314,0.00009917394,0.0001899981,0.0003020375,0.0004576688,0.00002685923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006618721,"about_ca_system_score_gemma":0.0009064257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00551465,"about_ca_topic_score_gemma":0.008068634,"domain_scores_codex":[0.996587,0.0001572167,0.001400888,0.0006321662,0.0004851935,0.0007375173],"domain_scores_gemma":[0.9968754,0.0002069492,0.001252784,0.0009885038,0.0004725075,0.0002038754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386025,0.0006894569,0.9924385,0.001506403,0.00007487875,0.0000723468,0.001031065,0.00000764038,0.0002072918,0.0001874207,0.001462338,0.002184071],"study_design_scores_gemma":[0.008268309,0.0006627015,0.9822456,0.0001235263,0.001734747,0.00006377626,0.0003939107,0.00003378599,0.0002293071,0.0005097436,0.005358425,0.000376209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791999,0.005125195,0.00001459977,0.008771797,0.0009729724,0.0006691063,0.00009969762,0.00007270749,0.005074055],"genre_scores_gemma":[0.9710979,0.0200724,0.001998795,0.002364658,0.004191012,0.0001169184,0.00003101579,0.0000585931,0.00006865089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494721,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09849294398328601,"score_gpt":0.4170704382692506,"score_spread":0.3185774942859646,"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."}}