{"id":"W3159170793","doi":"10.1097/aln.0000000000003797","title":"Automated Nerve Monitoring in Shoulder Arthroplasty: A Prospective Randomized Controlled Study","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Arthroplasty; Randomized controlled trial; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008647598,0.00141693,0.004250966,0.0007549954,0.0006043764,0.00164804,0.001078218,0.002812246,0.005135809],"category_scores_gemma":[0.01108035,0.0008982046,0.002714117,0.001094014,0.001667064,0.001388357,0.0006051955,0.001696723,0.0004612861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284523,"about_ca_system_score_gemma":0.002027151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006470497,"about_ca_topic_score_gemma":0.001006097,"domain_scores_codex":[0.9923732,0.005104147,0.0007610395,0.0008016484,0.0006543234,0.0003056357],"domain_scores_gemma":[0.9915977,0.003817564,0.002710798,0.0005790919,0.0006152499,0.0006795929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9765266,0.007568577,0.00221549,0.00251429,0.002316535,0.00004170066,0.00004721912,0.0001573438,0.000507867,0.00008183224,0.0002534038,0.007769023],"study_design_scores_gemma":[0.9198584,0.07412061,0.003040591,0.0001865517,0.001826334,0.00002721109,0.00002796066,0.0003498209,0.0001222383,0.00009695637,0.0003260319,0.00001732834],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954336,0.02113837,0.002400873,0.0007031719,0.001152705,0.01839769,0.0008422017,0.0001002072,0.0009287613],"genre_scores_gemma":[0.9623717,0.006581588,0.005417128,0.001100882,0.001151769,0.02209773,0.0004511033,0.00001307273,0.0008150248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008647598,"threshold_uncertainty_score":0.04573345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458896157017137,"score_gpt":0.3078215977422472,"score_spread":0.2932326361720758,"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."}}