{"id":"W3127348140","doi":"10.2196/22647","title":"A Novel Remote Follow-Up Tool Based on an Instant Messaging/Social Media App for the Management of Patients With Low Anterior Resection Syndrome: Pilot Prospective Self-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stoma care and complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Telephone interview; Instant messaging; Defecation; Medicine; Psychology; Surgery; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002678904,0.0007035878,0.001002781,0.0007933964,0.0008745827,0.0008155341,0.0004389006,0.0009193636,0.002593372],"category_scores_gemma":[0.003748865,0.0004079628,0.0009368499,0.0003682403,0.0007237483,0.0009192011,0.0007354586,0.001178309,0.0004289543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433035,"about_ca_system_score_gemma":0.0006971423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168962,"about_ca_topic_score_gemma":0.001566529,"domain_scores_codex":[0.9986487,0.0005820176,0.000148643,0.0002378373,0.0002185624,0.0001642423],"domain_scores_gemma":[0.9971084,0.001095847,0.0006211551,0.0002075597,0.000389958,0.0005770702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06167341,0.2863232,0.4508842,0.001958332,0.001341394,0.001330063,0.006968379,0.0004510895,0.01214414,0.0001299236,0.001638113,0.1751577],"study_design_scores_gemma":[0.01455628,0.4357806,0.5380149,0.0001206433,0.0009943242,0.0004983048,0.004137983,0.002108343,0.001768087,0.00007657912,0.001798894,0.00014504],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984267,0.00009274833,0.0002532666,0.00003142132,0.00001738506,0.0008979182,0.0000851519,0.00001105174,0.0001845089],"genre_scores_gemma":[0.9930895,0.0002032402,0.002368056,0.0001992186,0.00007054338,0.003331488,0.0002294724,0.00000686047,0.000501599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002678904,"threshold_uncertainty_score":0.01416755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819530012858353,"score_gpt":0.3316227005341705,"score_spread":0.303427400405587,"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."}}