{"id":"W2587619029","doi":"10.1002/pon.4394","title":"Predicting changes in adaptive functioning and behavioral adjustment following treatment for a pediatric brain tumor: A report from the Brain Radiation Investigative Study Consortium","year":2017,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"National Cancer Institute","keywords":"Adaptive functioning; Adaptive behavior; Medicine; Medical record; Adaptive behaviour; Clinical psychology; Psychology; Pediatrics; Psychiatry; Developmental psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003931925,0.000312849,0.0002675647,0.0008539871,0.0005714606,0.0007293195,0.0006351347,0.0003610308,0.0006070371],"category_scores_gemma":[0.00845686,0.0002382821,0.0003420079,0.0009582078,0.0004504927,0.0003920999,0.0008152284,0.0007300534,0.000128943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007371275,"about_ca_system_score_gemma":0.001020395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941071,"about_ca_topic_score_gemma":0.01975145,"domain_scores_codex":[0.9987196,0.0004659527,0.000161594,0.0001322172,0.000353939,0.0001667313],"domain_scores_gemma":[0.9943228,0.001460181,0.001976156,0.000372167,0.001124991,0.0007436799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000016944,0.00003033268,0.9985031,0.000004218774,0.0000155332,0.00003341438,0.0001659361,0.00002414111,0.00003095513,0.000003563123,0.0002105294,0.0009613426],"study_design_scores_gemma":[0.000003329074,0.00003513697,0.9993247,0.000003945306,0.0000082305,0.0001114247,0.0002516964,0.0000372498,0.00004587698,0.000003283756,0.0001731823,0.000001974387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998861,0.00009623702,0.00004471273,0.0001030959,0.000003237472,0.00003104287,0.0004570709,0.000005285787,0.0003984714],"genre_scores_gemma":[0.9980233,0.0001695808,0.0001680435,0.00004239111,0.000005458203,0.00007040973,0.001367369,0.000005444421,0.0001481442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941071,"threshold_uncertainty_score":0.0385955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109441019523052,"score_gpt":0.4126015408150677,"score_spread":0.3031605212920157,"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."}}