{"id":"W2940190101","doi":"10.1097/corr.0000000000000735","title":"Cochrane in CORR®: Preventing Occupational Stress in Healthcare Workers","year":2019,"lang":"en","type":"letter","venue":"Clinical Orthopaedics and Related Research","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; McMaster Divinity College","funders":"","keywords":"Burnout; Medicine; Suicidal ideation; Family medicine; Anxiety; Health care; Suicide prevention; Psychiatry; Poison control; Clinical psychology; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001602777,0.0004563453,0.0009327969,0.003595027,0.0009642738,0.002663271,0.001172964,0.002273254,0.1177311],"category_scores_gemma":[0.02516523,0.0003101811,0.00104707,0.001633539,0.0003932347,0.001588137,0.001737724,0.001572201,0.01722867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011559,"about_ca_system_score_gemma":0.004229089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007468197,"about_ca_topic_score_gemma":0.01752297,"domain_scores_codex":[0.998031,0.000882255,0.0002235983,0.0001216049,0.0006538086,0.00008781381],"domain_scores_gemma":[0.9913708,0.003924063,0.001123793,0.0003335167,0.002121589,0.00112626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760022,0.0001552813,0.0003365683,0.008390381,0.0001073918,0.00004844074,0.0001044255,0.00004841996,0.00007200412,0.0006585977,0.5660824,0.42382],"study_design_scores_gemma":[0.0004612552,0.0003865007,0.005827229,0.02218954,0.0003688939,0.0002521454,0.0002919124,0.0001237328,0.0002171466,0.001687729,0.9681548,0.00003921944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.007796085,0.5442306,0.003558686,0.1065287,0.03294209,0.00247995,0.008705676,0.002714758,0.2910434],"genre_scores_gemma":[0.05111481,0.6297336,0.01401438,0.07066904,0.03225841,0.002847221,0.004879196,0.001208526,0.1932748],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1177311,"threshold_uncertainty_score":0.3938497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2219203549118497,"score_gpt":0.5738617903393674,"score_spread":0.3519414354275177,"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."}}