{"id":"W4200226681","doi":"10.1097/dcr.0000000000002187","title":"A Mobile Phone App Improves Patient-Physician Communication and Reduces Emergency Department Visits After Colorectal Surgery","year":2021,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Colorectal surgery; Emergency department; Surgical oncology; General surgery; Mobile phone; Medical emergency; Emergency surgery; Emergency medicine; Abdominal surgery; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008259558,0.0002367271,0.0002722828,0.0003965848,0.0002144025,0.0004693558,0.0002558529,0.000290006,0.002406621],"category_scores_gemma":[0.007480145,0.0001251322,0.0004023496,0.0002293665,0.0001563034,0.000334825,0.000429478,0.0002948851,0.0002366201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113404,"about_ca_system_score_gemma":0.0002905661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006542793,"about_ca_topic_score_gemma":0.001100503,"domain_scores_codex":[0.9993398,0.0002166396,0.00007360703,0.0001051593,0.0001856599,0.0000791386],"domain_scores_gemma":[0.9974833,0.001126886,0.0009307577,0.0001083656,0.0001489998,0.0002017904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01108587,0.008231549,0.7676388,0.0007609486,0.000576634,0.0002273484,0.0007771789,0.000584192,0.00440879,0.0000764503,0.001457593,0.2041746],"study_design_scores_gemma":[0.0004095785,0.01090695,0.9859489,0.00005935683,0.0001694491,0.0001962568,0.0001898853,0.0007712027,0.0008822896,0.00003468387,0.0004185943,0.00001290472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993862,0.00009052306,0.00008952015,0.00003927504,0.000007633073,0.00006643646,0.00004862422,0.00001145122,0.0002603204],"genre_scores_gemma":[0.9989191,0.00009122233,0.0005764925,0.00004177996,0.00001320772,0.00006967861,0.00007937764,0.00000133684,0.0002077891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002406621,"threshold_uncertainty_score":0.008050978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005548266154613367,"score_gpt":0.2329570241848959,"score_spread":0.2274087580302825,"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."}}