{"id":"W4388809211","doi":"10.1016/j.jcpo.2023.100454","title":"The promise of POSIT: Real-world application of the Paediatric Oncology System Integration Tool","year":2023,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Childhood cancer; Healthcare system; Low and middle income countries; Medicine; Cancer; Constructive; Global health; Economic growth; Developing country; Political science; Health care; Nursing; Public health; Economics; Computer science","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":[0.1091681,0.00151174,0.000853784,0.004506527,0.003155513,0.01171852,0.004972962,0.002700408,0.01092838],"category_scores_gemma":[0.1841212,0.001072634,0.001918296,0.004095407,0.006212039,0.01126577,0.01370948,0.005076741,0.001876234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009295586,"about_ca_system_score_gemma":0.01848962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006588997,"about_ca_topic_score_gemma":0.01520112,"domain_scores_codex":[0.8903188,0.09691894,0.003972307,0.001660889,0.005459433,0.001669735],"domain_scores_gemma":[0.7841848,0.1859162,0.005846991,0.01096206,0.009327017,0.003763019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005948894,0.00101616,0.05358599,0.004595371,0.0003419848,0.001002915,0.04536576,0.02207642,0.0009206265,0.3720167,0.09450676,0.4039764],"study_design_scores_gemma":[0.0006611481,0.001376747,0.0161201,0.01092844,0.0003343673,0.0008011142,0.07648878,0.06044231,0.003107053,0.4171104,0.4120086,0.0006209834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1140398,0.003092024,0.602302,0.1485851,0.002829363,0.009129525,0.0121176,0.01052121,0.09738341],"genre_scores_gemma":[0.2579914,0.001232945,0.7211339,0.004302805,0.0001715054,0.009236047,0.002226461,0.000790769,0.002914083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1091681,"threshold_uncertainty_score":0.5773432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270202997141909,"score_gpt":0.38138091440299,"score_spread":0.358678884431571,"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."}}