{"id":"W3207970067","doi":"10.2196/26717","title":"A Mobile App for Wound and Symptom Surveillance After Colorectal Surgery: Protocol for a Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Surgical site infection prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Randomized controlled trial; Colorectal surgery; Institutional review board; Health care; Clinical trial; Emergency medicine; General surgery; Surgery; Medical emergency; Abdominal surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03824747,0.005691634,0.008510937,0.002125215,0.003572544,0.004733106,0.003103915,0.007161694,0.08621824],"category_scores_gemma":[0.03388207,0.002963545,0.004458373,0.003059502,0.003283078,0.003646735,0.002057804,0.008566252,0.01329989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005109204,"about_ca_system_score_gemma":0.01519175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624125,"about_ca_topic_score_gemma":0.005322659,"domain_scores_codex":[0.9780298,0.01283629,0.002444946,0.001704359,0.002588041,0.002396582],"domain_scores_gemma":[0.9853373,0.004448664,0.00290714,0.001865233,0.003710955,0.001730691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8695025,0.02772359,0.001382311,0.02822731,0.002849716,0.0004072014,0.0009724484,0.002189631,0.002458384,0.005791615,0.02995823,0.02853707],"study_design_scores_gemma":[0.9239048,0.02981526,0.002601225,0.003667037,0.001014082,0.00006916202,0.0002711689,0.001879742,0.0007603272,0.003033366,0.03285746,0.0001264499],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001053291,0.00008971481,0.0004725216,0.0001183814,0.000210475,0.9970278,0.0006044958,0.0000406432,0.0003826117],"genre_scores_gemma":[0.0008930222,0.00004315991,0.0007971301,0.00009356557,0.00002321494,0.9978963,0.00005898569,0.000002602749,0.0001919548],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08621824,"threshold_uncertainty_score":0.2884287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408546329339272,"score_gpt":0.53424405406899,"score_spread":0.3933894211350628,"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."}}