{"id":"W4414034475","doi":"10.1111/petr.70170","title":"Perspectives on Accessing Mental Health Supports for Youth Living With Post‐Traumatic Stress Symptoms After a Solid Organ Transplant","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Kidney Foundation of Canada; BC Children’s Hospital Foundation; BC Children's Hospital; Children's Hospital Foundation","keywords":"Medicine; Solid organ; Mental health; Organ transplantation; Traumatic stress; Mental stress; Intensive care medicine; Transplantation; Psychiatry; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003500149,0.0003040979,0.0004721305,0.0004013731,0.0002316712,0.00006883546,0.0001012372,0.00009064558,0.00004207206],"category_scores_gemma":[0.00002209322,0.000264393,0.0001298092,0.0003634669,0.00004458882,0.0002189367,0.000005122212,0.000214323,0.000003181644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973605,"about_ca_system_score_gemma":0.000523977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003864515,"about_ca_topic_score_gemma":0.0007581398,"domain_scores_codex":[0.9979132,0.0001066734,0.0005527317,0.0005324236,0.0004637317,0.0004312076],"domain_scores_gemma":[0.9990253,0.0002719519,0.0001962914,0.0002235546,0.0001112694,0.0001715913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003823913,0.001117017,0.3803062,0.009689255,0.0002730686,0.00003109661,0.6029044,0.00005349841,0.00004218831,0.0001120052,0.00006806883,0.001579295],"study_design_scores_gemma":[0.005288939,0.002069035,0.9410901,0.004651031,0.001746756,0.00007412889,0.04403716,0.0001135345,0.0004026324,0.00001967345,0.000006537108,0.0005004584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801949,0.0009415284,0.01292317,0.002837078,0.0002520082,0.001409162,0.001114668,0.0001652705,0.0001622535],"genre_scores_gemma":[0.9952517,0.001584056,0.0008188655,0.001098553,0.0003226029,0.0001053138,0.0007080526,0.00004712289,0.00006377153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5607839,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228566465229201,"score_gpt":0.3061425296420351,"score_spread":0.2938568649897431,"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."}}