{"id":"W3209758734","doi":"10.2196/22681","title":"Discharge Instruction Reminders Via Text Messages After Benign Gynecologic Surgery: Quasi-Experimental Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Feeling; Patient satisfaction; Telephone call; Medical emergency; Emergency medicine; Surgery; Psychology","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":[0.01844301,0.001147364,0.001317482,0.0009892253,0.002473381,0.001126596,0.001650655,0.001638209,0.006270921],"category_scores_gemma":[0.01605479,0.001607858,0.0009884494,0.0005429956,0.002424652,0.00210559,0.00114438,0.001577177,0.001040673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475783,"about_ca_system_score_gemma":0.005900249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021001,"about_ca_topic_score_gemma":0.003538609,"domain_scores_codex":[0.9885551,0.007616359,0.0008029223,0.0008372241,0.0009545792,0.001233829],"domain_scores_gemma":[0.9841957,0.009022881,0.002331669,0.001321111,0.001374819,0.001753791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04317018,0.8816631,0.01820731,0.001190117,0.0001583543,0.0002554414,0.008803627,0.0003372513,0.004850566,0.0005014706,0.0008490639,0.04001364],"study_design_scores_gemma":[0.06578634,0.885425,0.03905524,0.0001643309,0.0001401053,0.0000832817,0.004407739,0.0008627824,0.001535862,0.0003218529,0.002147162,0.00007039443],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684713,0.00005599866,0.0009766456,0.0001503531,0.00007116617,0.02943725,0.0001255541,0.00002628219,0.000685437],"genre_scores_gemma":[0.9047552,0.0002311964,0.01200265,0.0006001854,0.0001974373,0.08061284,0.0001740113,0.00001006405,0.001416315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844301,"threshold_uncertainty_score":0.0975371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403116994528011,"score_gpt":0.3314928353713155,"score_spread":0.2974616654260354,"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."}}