{"id":"W6977394011","doi":"10.6084/m9.figshare.20347582.v1","title":"Additional file 2 of Public health emergency and psychological distress among healthcare workers: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Royal Ottawa Mental Health Centre","funders":"","keywords":"Health care; Psychological distress; Public health; Distress; MEDLINE; Public healthcare","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004697478,0.001793515,0.003930775,0.01608024,0.001106424,0.002723581,0.001911137,0.002016933,0.797424],"category_scores_gemma":[0.05020723,0.001118731,0.002906423,0.02273312,0.0004628299,0.003596951,0.002484196,0.001047235,0.04710084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003759637,"about_ca_system_score_gemma":0.00817487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446112,"about_ca_topic_score_gemma":0.02539589,"domain_scores_codex":[0.9974701,0.0004647529,0.001166556,0.0003189372,0.0003818376,0.0001977818],"domain_scores_gemma":[0.9412828,0.04360303,0.006422548,0.0008016551,0.007178487,0.0007114307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006209137,0.00006679317,0.00114336,0.4169469,0.0003057893,0.0001631455,0.0003282363,0.0003441272,0.0002473831,0.0019971,0.5572387,0.02059756],"study_design_scores_gemma":[0.007143042,0.0003657504,0.01776013,0.2778428,0.001931471,0.0005810983,0.001089969,0.000783226,0.0005300788,0.007585553,0.6841526,0.0002343058],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000214742,0.000809896,0.0002289548,0.0003926755,0.00006337359,0.002216342,0.9935877,0.0001452298,0.002341079],"genre_scores_gemma":[0.01166919,0.01077479,0.01365174,0.003129864,0.0005663048,0.1029174,0.818076,0.0008612299,0.0383536],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.797424,"threshold_uncertainty_score":0.2889501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3947654082152067,"score_gpt":0.4823492938871917,"score_spread":0.08758388567198505,"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."}}