{"id":"W4405938738","doi":"10.1371/journal.pone.0316159","title":"Validation of visual analog scales of mood and anxiety at the workplace","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Visual analogue scale; Anxiety; Mood; Hospital Anxiety and Depression Scale; Medicine; Clinical psychology; Psychiatry; Psychology; Physical therapy","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":[0.01266877,0.0006891093,0.0005999829,0.0009975472,0.0004522697,0.0007104364,0.000935672,0.000661904,0.003993841],"category_scores_gemma":[0.01918014,0.0003445582,0.0008718989,0.0006872461,0.0006111219,0.0004074315,0.0007508855,0.0008278985,0.0009914695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138303,"about_ca_system_score_gemma":0.0006934065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019451,"about_ca_topic_score_gemma":0.002088017,"domain_scores_codex":[0.9890774,0.005397972,0.001197904,0.0008616924,0.003146366,0.0003186353],"domain_scores_gemma":[0.9864566,0.004502745,0.001900133,0.001075121,0.005657279,0.0004081615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00822262,0.009412516,0.5610545,0.003717557,0.001235579,0.0005791496,0.004512833,0.002953837,0.04779738,0.002830013,0.01872025,0.3389638],"study_design_scores_gemma":[0.0008346211,0.007603832,0.9579303,0.000466092,0.000248617,0.0006554056,0.0009858941,0.002291156,0.007465442,0.001035141,0.02038319,0.0001003324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870924,0.003893192,0.05616128,0.000887867,0.0009398229,0.01506698,0.008833246,0.0003395933,0.02678571],"genre_scores_gemma":[0.9096397,0.001858843,0.05833697,0.0005954602,0.0003343951,0.0164057,0.00570628,0.00008705025,0.007035571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266877,"threshold_uncertainty_score":0.06699967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543988454569328,"score_gpt":0.4005925552304822,"score_spread":0.3251526706847889,"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."}}