{"id":"W3120018317","doi":"10.1007/s12630-020-01907-x","title":"Perioperative mobile application for mothers undergoing Cesarean delivery: a prospective cohort study on patient engagement","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Music Therapy and Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University","keywords":"Cesarean delivery; Perioperative; Medicine; Prospective cohort study; Cohort study; Obstetrics; Pregnancy; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007246238,0.0002665528,0.0004092788,0.0006697155,0.001217116,0.001500441,0.0006371654,0.001135341,0.003759905],"category_scores_gemma":[0.005734027,0.0004643575,0.0008136426,0.001241942,0.0003535471,0.001186394,0.001173333,0.002475963,0.0006363607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159304,"about_ca_system_score_gemma":0.001208016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141054,"about_ca_topic_score_gemma":0.01818951,"domain_scores_codex":[0.9990374,0.0002165796,0.00009642306,0.0001880774,0.0001617957,0.0002997276],"domain_scores_gemma":[0.9967427,0.0006669987,0.001363237,0.0002049038,0.0003068965,0.0007153471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007606549,0.0001945914,0.9977732,0.00001317138,0.00006522303,0.00007080143,0.0005995888,0.000004766436,0.00007083006,0.00002687947,0.000157662,0.0009471009],"study_design_scores_gemma":[0.00001147019,0.0002308771,0.9951708,0.00003742082,0.00005555337,0.0001829884,0.003837619,0.00006680533,0.00002233428,0.00004245101,0.0003291775,0.00001243364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988318,0.0002613179,0.00004888689,0.0001655875,0.00001676368,0.00001670903,0.000248027,0.000001217548,0.000409607],"genre_scores_gemma":[0.9985688,0.0003207045,0.00008982151,0.0002150986,0.00002151461,0.00004073134,0.0003266766,0.000004234458,0.0004123181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141054,"threshold_uncertainty_score":0.02268821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940524431708597,"score_gpt":0.2801772500250256,"score_spread":0.2607720057079396,"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."}}