{"id":"W2944580689","doi":"10.1089/gyn.2018.0101","title":"Utility of Electrocardiogram and Chest X-Ray for Preoperative Evaluation in Benign Hysterectomy","year":2019,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Medicine; Concordance; Perioperative; Nice; Hysterectomy; Retrospective cohort study; General surgery; Surgery; Pediatrics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00430655,0.0001101561,0.001198448,0.0002272346,0.00001585894,0.000009128016,0.00003664703,0.0001137368,0.0001514949],"category_scores_gemma":[0.002752765,0.00007489328,0.000551138,0.0001823758,0.00004308086,0.00009953364,0.000009287479,0.0001564519,0.000001357537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000483,"about_ca_system_score_gemma":0.0002957748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004327344,"about_ca_topic_score_gemma":0.000003968745,"domain_scores_codex":[0.9983984,0.0003208533,0.0006356469,0.0001354872,0.0003306175,0.000179057],"domain_scores_gemma":[0.9931614,0.005940045,0.0003191353,0.000114248,0.0003911257,0.00007407651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006786477,0.0001493864,0.9828925,0.0001146422,0.0001466693,0.0000263679,0.0001176856,0.00002269849,0.0006528394,0.00002567424,0.0002046067,0.01496832],"study_design_scores_gemma":[0.00160221,0.0005674857,0.993414,0.00007775256,0.0001819571,0.0001030862,0.0002535489,0.0002769377,0.0007458805,0.00007940368,0.002624043,0.00007364239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957229,0.0009400532,0.00004465006,0.00033957,0.0002305665,0.000702769,0.000001380906,0.000004300805,0.002013824],"genre_scores_gemma":[0.9991953,0.0001541588,0.000330397,0.0001158386,0.00005965623,0.00001471352,0.000003726645,0.000006865494,0.0001192832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489467,"threshold_uncertainty_score":0.3295516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159678470717543,"score_gpt":0.2961986453276313,"score_spread":0.2646018606204559,"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."}}