{"id":"W4211062473","doi":"10.1007/s10877-021-00650-y","title":"IONM protocols","year":2021,"lang":"en","type":"editorial","venue":"Journal of Clinical Monitoring and Computing","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Anesthesiology; Medicine; Pain medicine; Computer science; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002332801,0.0002377392,0.001166527,0.00006521998,0.0001522813,0.0002202563,0.0003955337,0.0003150428,0.00001841712],"category_scores_gemma":[0.0005768414,0.0002010894,0.0005090875,0.000110385,0.00008335385,0.0001019098,0.0002928371,0.00309658,0.000004661469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817928,"about_ca_system_score_gemma":0.001401247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633496,"about_ca_topic_score_gemma":2.605601e-8,"domain_scores_codex":[0.9965851,0.0002999142,0.001688978,0.0002945361,0.0008167228,0.0003147229],"domain_scores_gemma":[0.993945,0.003340877,0.001417372,0.0002248451,0.0007982604,0.0002736707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009164116,0.0002793015,0.061303,0.0001243243,0.0005646387,0.00005408183,0.0001393641,0.00003382088,0.0000209542,0.0001418409,0.4411632,0.4960839],"study_design_scores_gemma":[0.00372107,0.000307919,0.001758216,0.005230111,0.0001981458,0.000006354716,0.0007514303,0.001882434,0.0002904526,0.004391565,0.9807415,0.0007208131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03480185,0.0003940023,0.006251259,0.00005654443,0.956127,0.0008627679,0.00001472457,0.00001548871,0.00147633],"genre_scores_gemma":[0.1239846,0.00004283182,0.0007039807,0.000002045494,0.874973,0.00001550376,0.000005207034,0.0000314046,0.000241448],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5395783,"threshold_uncertainty_score":0.9992033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387598992580531,"score_gpt":0.4824428650773722,"score_spread":0.4085668751515669,"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."}}