{"id":"W7162038985","doi":"10.82308/38681","title":"Exploring Pediatric Surgical Journeys Through Patient-Reported Outcome and Experience Measures","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prom; Usability; Patient-reported outcome; Health care; MEDLINE; Outcome (game theory); Data collection; Test (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05486408,0.0004342391,0.0009593236,0.004559424,0.0006767639,0.003429345,0.001159559,0.0005338455,0.001568471],"category_scores_gemma":[0.1180327,0.0003508033,0.003268518,0.00720082,0.001023503,0.002717261,0.002116685,0.001279513,0.0001455068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777146,"about_ca_system_score_gemma":0.007199774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512828,"about_ca_topic_score_gemma":0.03780754,"domain_scores_codex":[0.9567108,0.02962764,0.004977753,0.001653564,0.006410311,0.0006198164],"domain_scores_gemma":[0.8794189,0.08552293,0.01726608,0.00267501,0.01402149,0.001095604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005631629,0.0002282538,0.4725327,0.04479949,0.009462149,0.0001754057,0.0274098,0.001275019,0.0003386412,0.007468083,0.007016464,0.4287309],"study_design_scores_gemma":[0.0002859841,0.001715238,0.7910303,0.06610171,0.01015914,0.000661357,0.03639491,0.002266806,0.001930323,0.006460918,0.08264858,0.000344755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6378314,0.2798186,0.02547454,0.01172176,0.0007128118,0.002941024,0.01772151,0.000100611,0.0236777],"genre_scores_gemma":[0.9232076,0.04593988,0.02218611,0.001235355,0.000131244,0.003032641,0.003733604,0.0000281705,0.0005053617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05486408,"threshold_uncertainty_score":0.2901524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496249215413578,"score_gpt":0.3369310218737193,"score_spread":0.1873061003323615,"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."}}