{"id":"W2516870904","doi":"10.1002/pbc.26135","title":"Healthcare Professionals’ Preferences and Perceived Barriers for Routine Assessment of Patient‐Reported Outcomes in Pediatric Oncology Practice: Moving Toward International Processes of Change","year":2016,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; KWF Kankerbestrijding; National Institutes of Health; Pediatric Oncology Group of Ontario","keywords":"Feeling; Medicine; Psychosocial; Family medicine; Descriptive statistics; Health care; Health professionals; Nursing; Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256709,0.0002295053,0.0007822289,0.0003805868,0.00004558713,0.000006747119,0.000154502,0.0001714859,0.00009091684],"category_scores_gemma":[0.00311737,0.0001628748,0.00008866458,0.0004087322,0.00006848994,0.0003160374,0.0001137286,0.0001976254,1.996775e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734985,"about_ca_system_score_gemma":0.002971438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594407,"about_ca_topic_score_gemma":0.000853351,"domain_scores_codex":[0.9971729,0.0001761996,0.001127408,0.0004799938,0.0007231986,0.0003203335],"domain_scores_gemma":[0.9959306,0.001302806,0.001334589,0.000204347,0.00101713,0.0002105568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000375501,0.0006705452,0.9846078,0.003321826,0.0001785451,0.000005704198,0.00731927,7.740197e-7,0.00003857176,0.00003010985,0.0001132414,0.003338089],"study_design_scores_gemma":[0.005492548,0.001164051,0.9876832,0.0004072754,0.0008119358,0.00001181488,0.003693577,0.000009528573,0.0001304859,0.00008383443,0.0003010348,0.0002107376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653526,0.004581392,0.0000271118,0.02754901,0.0006659651,0.001482531,0.0002253523,0.00002925557,0.00008678931],"genre_scores_gemma":[0.9852366,0.01045409,0.001776353,0.0008590069,0.000779627,0.0008092917,0.00002149057,0.00002712959,0.00003634193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669,"threshold_uncertainty_score":0.6641842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164659375114017,"score_gpt":0.4239999666116978,"score_spread":0.3523533728605576,"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."}}