{"id":"W2911818205","doi":"10.1186/s12911-018-0715-6","title":"Initial development of Supportive care Assessment, Prioritization and Recommendations for Kids (SPARK), a symptom screening and management application","year":2019,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"SPARK (programming language); Usability; Fidelity; Health informatics; Focus group; Medicine; Perspective (graphical); Psychology; Computer science; Nursing; Public health; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418777,0.0001103362,0.0002761559,0.0001513797,0.0001140609,0.00004101029,0.00005214966,0.00008825758,0.00002613736],"category_scores_gemma":[0.0001315213,0.00009967082,0.00002696904,0.0001055799,0.00004653352,0.0001531288,0.000157486,0.00009169546,8.657133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003491324,"about_ca_system_score_gemma":0.0001796626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003086915,"about_ca_topic_score_gemma":0.00002907479,"domain_scores_codex":[0.9983605,0.00001995108,0.0008154448,0.0001464298,0.0005267287,0.0001309435],"domain_scores_gemma":[0.9986354,0.000648696,0.0002898434,0.0001408311,0.0001417408,0.000143467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001273591,0.00003265424,0.01773125,0.002705436,0.00005039733,3.285109e-7,0.005348315,0.000006716755,0.00000290659,0.002374806,0.0001624393,0.9714574],"study_design_scores_gemma":[0.02081992,0.0009506313,0.2309475,0.01757364,0.0004438949,0.0001005575,0.1021607,0.5966891,0.0001981996,0.003453675,0.02566487,0.0009973092],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2865852,0.00009076086,0.7118838,0.00008326762,0.00005543834,0.0007501682,0.00001019713,0.00001431412,0.0005268941],"genre_scores_gemma":[0.42714,0.0001128283,0.5721563,0.0004119893,0.00002738245,0.00004086944,0.00009937529,0.000007266659,0.000004059905],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9704601,"threshold_uncertainty_score":0.4064458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256252035848478,"score_gpt":0.4129141303019691,"score_spread":0.3703516099434843,"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."}}