{"id":"W6904621791","doi":"10.14288/1.0366288","title":"Surgical frailty assessment: a missed opportunity","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Health care; Perioperative; Health professionals; MEDLINE; Scale (ratio); Patient safety; Geriatrics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002444522,0.0001330042,0.0002677775,0.00006902456,0.001668047,0.0004258106,0.0002348007,0.0001050203,0.02088803],"category_scores_gemma":[0.0002432205,0.0001228118,0.00008002477,0.001029695,0.0001657094,0.0001649147,0.0001762598,0.0002704326,0.0001383822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718529,"about_ca_system_score_gemma":0.0009813108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004314899,"about_ca_topic_score_gemma":0.00144032,"domain_scores_codex":[0.99887,0.00007855923,0.0002417204,0.0003057504,0.0002401653,0.0002638625],"domain_scores_gemma":[0.99864,0.0001166332,0.00005842536,0.0004816071,0.0003018514,0.0004014834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001182092,0.0004559848,0.000379878,0.000009633963,0.00008496567,0.00009345483,0.00008404533,3.696696e-7,0.0001941467,0.000150337,0.9966357,0.001793259],"study_design_scores_gemma":[0.0032604,0.0007612314,0.003791956,0.00006630827,0.00008406838,0.0005743189,0.000164196,0.0006037535,0.0007285765,0.0005387109,0.9892595,0.0001669975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004486675,0.000008480162,0.0003254575,0.00611374,0.0004227047,0.000921632,0.00003985229,0.0001123502,0.9875691],"genre_scores_gemma":[0.1183432,0.00001599014,0.005508383,0.001163209,0.0004527465,0.0001498168,0.00005479681,0.00002819504,0.8742836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1138565,"threshold_uncertainty_score":0.9996316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09699054636277074,"score_gpt":0.3824259874987206,"score_spread":0.2854354411359499,"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."}}