{"id":"W2894466589","doi":"10.1002/bjs5.104","title":"Acute mental stress and surgical performance","year":2018,"lang":"en","type":"article","venue":"BJS Open","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Stress (linguistics); Mental stress; Psychology; Medicine; Internal medicine; Philosophy; Linguistics","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":[0.000585744,0.0002150082,0.0002336679,0.000560633,0.0003790596,0.0008186962,0.0001712283,0.0003523194,0.003091846],"category_scores_gemma":[0.00584629,0.00009449397,0.0002825487,0.0005222856,0.0003830295,0.0002074904,0.0008902941,0.0004809982,0.0003084516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425778,"about_ca_system_score_gemma":0.0003784277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673683,"about_ca_topic_score_gemma":0.002366922,"domain_scores_codex":[0.9991108,0.0002973661,0.00007954384,0.00007866677,0.0002593528,0.0001742166],"domain_scores_gemma":[0.9960194,0.0009232877,0.001849312,0.00008697622,0.0004052525,0.0007157652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003166955,0.0003527059,0.9490083,0.0003552939,0.0002130708,0.0001926668,0.00131886,0.0002513145,0.002002721,0.0002517423,0.0006955601,0.04504102],"study_design_scores_gemma":[0.000001646193,0.00014306,0.9989306,0.00004105451,0.00001051509,0.00008847762,0.0002521577,0.00006538675,0.00005823054,0.00007153291,0.0003325696,0.000004646191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928049,0.002670385,0.0002820795,0.0004218927,0.0000426449,0.00001943223,0.0001946167,0.0000071144,0.003556997],"genre_scores_gemma":[0.9980581,0.001280116,0.000121086,0.00005931897,0.00005137165,0.00001039767,0.000112578,0.000001690978,0.0003052881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003091846,"threshold_uncertainty_score":0.01034325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08699237934198663,"score_gpt":0.4913395510618233,"score_spread":0.4043471717198366,"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."}}