{"id":"W4384562343","doi":"10.2147/jmdh.s401325","title":"Unpacking the Broad Landscape of Intraoperative Stressors for Clinical Personnel: A Mixed-Methods Systematic Review","year":2023,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Emil Aaltosen Säätiö","keywords":"Stressor; Thematic analysis; Medicine; Multidisciplinary approach; Interpersonal communication; Narrative review; Systematic review; MEDLINE; Psychology; Qualitative research; Clinical psychology; Intensive care medicine","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":[0.02283647,0.001807543,0.00643362,0.01764628,0.001421909,0.004351547,0.00213307,0.002434422,0.003221037],"category_scores_gemma":[0.09295041,0.001386152,0.006241206,0.01506566,0.001271987,0.004013639,0.002625687,0.001448966,0.0003556369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005535553,"about_ca_system_score_gemma":0.02271324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006622209,"about_ca_topic_score_gemma":0.02500923,"domain_scores_codex":[0.9792722,0.008020787,0.008092787,0.001109421,0.00304864,0.0004562425],"domain_scores_gemma":[0.9119951,0.06956527,0.009520464,0.001571249,0.006706274,0.0006417016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008240405,0.00001824701,0.001196541,0.9492468,0.004931858,0.0001320971,0.0009191447,0.00007653802,0.0001621066,0.0004295299,0.001234896,0.04156984],"study_design_scores_gemma":[0.00005290374,0.00009550932,0.003201912,0.9592651,0.02292411,0.0002563857,0.001048465,0.00006427769,0.0001454206,0.0003407722,0.01257486,0.0000303725],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001995484,0.9946332,0.000786113,0.0005994273,0.0001909793,0.0009326428,0.0004809314,0.00001148708,0.0003698115],"genre_scores_gemma":[0.02436641,0.9685594,0.002818068,0.0008650269,0.0001098623,0.002720512,0.0003995637,0.0000105121,0.0001506818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02283647,"threshold_uncertainty_score":0.1207723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2980420475676375,"score_gpt":0.6213529535206709,"score_spread":0.3233109059530334,"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."}}