{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001689387,0.0003532088,0.0006242047,0.0004959311,0.001063487,0.0002067229,0.0003875513,0.0001540529,0.0007335368],"category_scores_gemma":[0.00009164337,0.0003276824,0.000260269,0.000379383,0.0001067248,0.00019807,0.000006785662,0.0008147666,0.00002038748],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192346,"about_ca_system_score_gemma":0.005830779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727316,"about_ca_topic_score_gemma":0.04369635,"domain_scores_codex":[0.9967726,0.0006122363,0.0008932391,0.0004459239,0.0004366074,0.0008394277],"domain_scores_gemma":[0.996127,0.0002241949,0.0007349616,0.0003800862,0.001063471,0.001470299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002140962,0.001862523,0.2674704,0.0000904278,0.002654138,0.401707,0.2596991,0.00295121,0.0001326269,0.0115264,0.01387847,0.03588683],"study_design_scores_gemma":[0.006532157,0.0196376,0.1780848,0.0002853012,0.0004238642,0.5701221,0.1514491,0.00004143093,0.0001525974,0.0006340245,0.07164215,0.0009948229],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934492,0.0007984877,0.0001277267,0.001446835,0.0007372943,0.001805575,0.00001654664,0.00001063024,0.001607739],"genre_scores_gemma":[0.9976799,0.00003687878,0.0001788764,0.0005057346,0.0005955038,0.0001998688,0.000009263306,0.00007346927,0.000720514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684151,"threshold_uncertainty_score":0.9999175,"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."}}