{"id":"W4366779492","doi":"10.1016/j.burns.2023.04.005","title":"Preoperative expectations, postoperative satisfaction and patient directed priorities for clinical burn research","year":2023,"lang":"en","type":"article","venue":"Burns","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Patient satisfaction; Psychological intervention; Skin grafting; Clinical trial; Surgery; Dysfunctional family; Nursing; Internal medicine","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":[0.0002841214,0.00007859255,0.0001779414,0.0001175869,0.0003083331,0.00003242337,0.00001337213,0.00006912473,0.00001875215],"category_scores_gemma":[0.0005746327,0.00006113878,0.00004074357,0.0001817678,0.000107809,0.00005295512,0.00002007433,0.0001873826,0.00005004564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006897302,"about_ca_system_score_gemma":0.0001259577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216807,"about_ca_topic_score_gemma":0.00006213407,"domain_scores_codex":[0.9989753,0.0001860565,0.000217604,0.0002299634,0.0001955153,0.0001955406],"domain_scores_gemma":[0.9986699,0.0007397715,0.00002675378,0.0001101167,0.0003544607,0.00009894641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001420658,0.0005075563,0.7911907,0.0001772397,0.0005063555,0.000105917,0.0814345,0.000006962242,0.001798593,0.002465192,0.0352209,0.08516537],"study_design_scores_gemma":[0.002715597,0.003079314,0.9673406,0.0001683241,0.00006749288,0.00002032789,0.01795582,0.0005008592,0.001322941,0.0005130053,0.006193991,0.0001217302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955765,0.0006952693,0.00001794301,0.002117126,0.000153082,0.0009340787,0.00003969324,0.000143405,0.0003229155],"genre_scores_gemma":[0.9961759,0.0004557225,0.001111516,0.00007666469,0.0001022412,0.0002874456,0.00006476955,0.00001436224,0.001711408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761498,"threshold_uncertainty_score":0.2493167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744675163513039,"score_gpt":0.4827975602601671,"score_spread":0.3083300439088632,"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."}}