{"id":"W2889008928","doi":"10.1002/pbc.27429","title":"Perceived benefits of and barriers to psychosocial risk screening in pediatric oncology by health care providers","year":2018,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Cancer Society Research Institute","keywords":"Psychosocial; Medicine; Family medicine; Nursing; Health care; Pediatric oncology; Pediatric cancer; Psychiatry; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004782118,0.0001317128,0.0001814262,0.0003650899,0.0009678902,0.0008308352,0.0002769059,0.0003684481,0.001870167],"category_scores_gemma":[0.0199174,0.000202902,0.0001703821,0.0003682897,0.0008640658,0.0005863855,0.001069982,0.0007911511,0.0000625539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103709,"about_ca_system_score_gemma":0.003760403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174885,"about_ca_topic_score_gemma":0.01608112,"domain_scores_codex":[0.996077,0.002502232,0.0001703343,0.0001474105,0.0005267754,0.0005762803],"domain_scores_gemma":[0.9840732,0.008838689,0.003893323,0.0002011863,0.001083747,0.001909863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009522954,0.0002032451,0.8864376,0.0003097507,0.00004465065,0.000910468,0.08377672,0.0001847648,0.0005636155,0.0002757783,0.001746457,0.02545171],"study_design_scores_gemma":[0.00004134948,0.000571652,0.7258494,0.0008068381,0.00007039736,0.001798671,0.2633154,0.0005749137,0.0005540419,0.0002455912,0.00614733,0.00002453233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970394,0.0004459656,0.0001851701,0.001444209,0.00001029778,0.00003335445,0.00003432412,0.000002778172,0.0008044142],"genre_scores_gemma":[0.9989777,0.0003763964,0.0002569495,0.0002591696,0.000008037269,0.00003124271,0.00001916897,0.000001287478,0.00007018355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174885,"threshold_uncertainty_score":0.02529061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790097341918502,"score_gpt":0.3373093340604348,"score_spread":0.3194083606412498,"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."}}