{"id":"W3137792104","doi":"10.1186/s12877-021-02101-4","title":"Frailty status as a potential factor in increased postoperative opioid use in older adults","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; John A. Hartford Foundation","keywords":"Medicine; Opioid; Medical prescription; Rehabilitation; Anesthesia; Morphine; Physical therapy; Chronic pain; Young adult; Cohort; Tramadol; Cohort study; Internal medicine; Analgesic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001321208,0.0003069883,0.0005236454,0.0003697347,0.00004265479,0.00009097005,0.0001181146,0.0002844062,0.0008021276],"category_scores_gemma":[0.002646877,0.0003065835,0.0001311136,0.001064477,0.0000451648,0.0003166434,0.0001409698,0.0005200743,0.0001385732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697894,"about_ca_system_score_gemma":0.001339806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123404,"about_ca_topic_score_gemma":0.00858272,"domain_scores_codex":[0.9973753,0.0002278969,0.0005914308,0.0006437392,0.0005146628,0.000646964],"domain_scores_gemma":[0.9984176,0.0002755286,0.0001064538,0.0005427597,0.0003364781,0.0003211968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001698068,0.001601391,0.9742064,0.0003486817,0.00004379476,0.003060086,0.006561539,0.00009505808,0.006590766,0.00007515478,0.001689973,0.004029118],"study_design_scores_gemma":[0.01192443,0.0002055514,0.9802478,0.0002538525,0.00003735915,0.0001220458,0.001100542,0.000668052,0.003513076,0.00003285348,0.001543035,0.0003514139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969311,0.0006883434,0.00021832,0.0003030992,0.0004689435,0.0008942746,0.0001709481,0.00006817196,0.0002568004],"genre_scores_gemma":[0.9915796,0.000220876,0.005561485,0.0007513911,0.0001683853,0.0000506457,0.0003513228,0.00005315175,0.001263122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022636,"threshold_uncertainty_score":0.9999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156467341039374,"score_gpt":0.2771349409260765,"score_spread":0.2555702675156828,"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."}}