{"id":"W3215945065","doi":"10.2196/26597","title":"Patient Engagement in the Design of a Mobile Health App That Supports Enhanced Recovery Protocols for Cardiac Surgery: Development Study","year":2021,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"mHealth; Perioperative; Medicine; Smartphone app; Key (lock); Medical education; Nursing; World Wide Web; Computer science; Psychological intervention; Surgery","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":[0.0221915,0.0005668965,0.000401398,0.0009630398,0.001609527,0.002147491,0.001125446,0.001099771,0.00229219],"category_scores_gemma":[0.0555231,0.0006360757,0.0007912491,0.0004695681,0.001152904,0.002062731,0.00311113,0.001766761,0.0006767671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644979,"about_ca_system_score_gemma":0.005057464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007353671,"about_ca_topic_score_gemma":0.001776076,"domain_scores_codex":[0.9856738,0.01007087,0.0006786803,0.0006050243,0.001996553,0.0009749388],"domain_scores_gemma":[0.9610287,0.0267895,0.002370032,0.001483674,0.00583642,0.002491764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001027335,0.02206635,0.1114881,0.002605507,0.0001321479,0.002891303,0.490489,0.0007029593,0.008151317,0.002010288,0.007378474,0.3510573],"study_design_scores_gemma":[0.003142409,0.06370621,0.1928798,0.006063845,0.000788404,0.009351637,0.5131288,0.009193147,0.03306561,0.003304851,0.1647388,0.0006364188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835628,0.000231458,0.007081313,0.0009029616,0.00005228416,0.003565875,0.0001083904,0.00006511836,0.004429864],"genre_scores_gemma":[0.9547585,0.0007880148,0.0338947,0.001266007,0.00004763502,0.005836699,0.0001810787,0.00006663666,0.003160775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0221915,"threshold_uncertainty_score":0.1173612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493219962520464,"score_gpt":0.4823711320144298,"score_spread":0.3330491357623834,"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."}}