{"id":"W3169272680","doi":"10.1002/pbc.29456","title":"Sharing psychosocial risk screening information with pediatric oncology healthcare providers: Service utilization and related factors","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Cancer Society Research Institute","keywords":"Psychosocial; Medicine; Intervention (counseling); Family medicine; Health care; Psychiatry","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":[0.001627817,0.0001384099,0.0001677384,0.0005342432,0.0005539432,0.0005459503,0.0003669978,0.0002793888,0.002788224],"category_scores_gemma":[0.01113533,0.0001240545,0.0002280913,0.0008482489,0.0002895032,0.0003911018,0.0006964981,0.0006531644,0.0001240187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007302177,"about_ca_system_score_gemma":0.001417323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007722563,"about_ca_topic_score_gemma":0.006906222,"domain_scores_codex":[0.9977754,0.001097494,0.0001779073,0.0001433495,0.0004701659,0.0003356001],"domain_scores_gemma":[0.988815,0.003642455,0.005468032,0.0002106932,0.0003948976,0.001468925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003626299,0.00008922315,0.9962605,0.00001689845,0.00001365593,0.00006084763,0.0002320166,0.00002357114,0.00002427108,0.00001013821,0.0001132836,0.003119275],"study_design_scores_gemma":[0.000003459545,0.0001421994,0.9980447,0.00002723375,0.00001494346,0.0003237262,0.00105714,0.0001224116,0.00004149928,0.0000124192,0.0002078105,0.000002471656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999006,0.000247817,0.00004214948,0.000170484,0.000003209707,0.00001983798,0.00006998317,0.000002178818,0.0004383937],"genre_scores_gemma":[0.9996573,0.0001383582,0.00006394816,0.00002637862,0.000004984528,0.00001564805,0.00004857798,8.023245e-7,0.00004412139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007722563,"threshold_uncertainty_score":0.01535523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421392984343979,"score_gpt":0.3341583016373851,"score_spread":0.2920190032029872,"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."}}