{"id":"W3199945121","doi":"10.1097/sla.0000000000005208","title":"Perceptions of Mobile Health Technology in Elective Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"mHealth; Medicine; Health care; Reimbursement; Qualitative research; Nursing; Medical record; Data collection; Nonprobability sampling; Medical education; Psychological intervention; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004740419,0.0002605653,0.000245948,0.0009088897,0.001516122,0.002798681,0.0004933418,0.0008986685,0.007183225],"category_scores_gemma":[0.02368814,0.0002396734,0.000386116,0.0005167573,0.002066269,0.001991683,0.002783024,0.001189257,0.0004596622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463541,"about_ca_system_score_gemma":0.002342932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627572,"about_ca_topic_score_gemma":0.003894081,"domain_scores_codex":[0.9957752,0.002449758,0.0002306757,0.0001519336,0.0007921339,0.000600346],"domain_scores_gemma":[0.984103,0.009869577,0.002431122,0.0001394396,0.0009712913,0.002485625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005277846,0.000549127,0.2718041,0.002548142,0.0001051741,0.003130606,0.6218044,0.000599733,0.003800289,0.004668193,0.006412186,0.08405025],"study_design_scores_gemma":[0.0000521056,0.001218369,0.1430658,0.00142008,0.00005715901,0.00252874,0.8202126,0.0007670508,0.0005441959,0.001056994,0.02897146,0.0001053956],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808753,0.001753171,0.00100371,0.006355192,0.0001243952,0.0000866431,0.0001262823,0.00001626788,0.009659029],"genre_scores_gemma":[0.9967269,0.001204792,0.0004050371,0.0007456746,0.00003500061,0.00003656137,0.00003453463,0.000006611674,0.0008047381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007183225,"threshold_uncertainty_score":0.02507001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311632348227373,"score_gpt":0.5018438617708207,"score_spread":0.1902115135434478,"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."}}