{"id":"W3022849730","doi":"10.2196/17855","title":"Using an Interactive App for Symptom Reporting and Management Following Pancreatic Cancer Surgery to Facilitate Person-Centered Care: Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Karolinska Institutet; Swedish Cancer Foundation","keywords":"Pancreaticoduodenectomy; Medicine; Pancreatic cancer; Health care; Inclusion (mineral); General surgery; Cancer; Nursing; Pancreas; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220174,0.0003107865,0.0006029538,0.0009726195,0.001166226,0.001257869,0.0004942208,0.0005750087,0.002311813],"category_scores_gemma":[0.004233481,0.0003768369,0.0008159621,0.0009298947,0.0005001814,0.00101266,0.001079121,0.0009428809,0.0004096629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730541,"about_ca_system_score_gemma":0.001273456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142762,"about_ca_topic_score_gemma":0.004459393,"domain_scores_codex":[0.9990814,0.0003449232,0.0001388835,0.0001095356,0.0001466071,0.0001787154],"domain_scores_gemma":[0.997421,0.001278418,0.0005889052,0.00009821801,0.0002808804,0.0003326284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001206582,0.008831321,0.7158165,0.003424611,0.0002665123,0.004654462,0.1697143,0.0001273248,0.001486702,0.0003140766,0.00253956,0.09161796],"study_design_scores_gemma":[0.0002565829,0.009471491,0.7324473,0.0009647892,0.0003780416,0.008392388,0.2314122,0.0005602272,0.001000601,0.0001785556,0.01477814,0.0001597084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982094,0.0004830982,0.0001818331,0.00004979718,0.000006782593,0.0002865496,0.000154104,0.000005109117,0.0006234567],"genre_scores_gemma":[0.996453,0.0009524688,0.0007745624,0.0002073007,0.00001390564,0.0007046146,0.0001908995,0.00000805895,0.00069512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311813,"threshold_uncertainty_score":0.007733822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4139570466267613,"score_gpt":0.4824946921157273,"score_spread":0.06853764548896596,"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."}}