{"id":"W6990357509","doi":"","title":"A descriptive portrait of mental disorders among workers on prolonged work disability for musculoskeletal disorders","year":2019,"lang":"en","type":"article","venue":"","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Trent University; Université de Sherbrooke","funders":"","keywords":"Work (physics); Portrait; Mental health; Descriptive statistics; Descriptive research; Work-related musculoskeletal disorders","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":[0.0001888171,0.0001674657,0.0000983842,0.002345114,0.001130869,0.0008671745,0.0002729186,0.0003864003,0.003954896],"category_scores_gemma":[0.000607211,0.0001011743,0.0002256266,0.001812242,0.0005527615,0.0007273892,0.000651846,0.000802613,0.0004653501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007234332,"about_ca_system_score_gemma":0.000831609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460027,"about_ca_topic_score_gemma":0.03314124,"domain_scores_codex":[0.9999018,0.00002272623,0.000008785956,0.00001101579,0.00002012998,0.00003548786],"domain_scores_gemma":[0.9996526,0.0001563722,0.00006388837,0.00001364898,0.00005593858,0.00005758637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000353321,0.0002161759,0.2830389,0.001716867,0.00009069915,0.01304237,0.3182116,0.0008621495,0.01506594,0.04958801,0.1268159,0.1909981],"study_design_scores_gemma":[0.000009836542,0.00009499456,0.4537151,0.001093601,0.00003248244,0.01414818,0.2013507,0.0002717839,0.0008540156,0.004049738,0.3243428,0.00003686205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7920274,0.02455075,0.004914958,0.0222791,0.001079521,0.0002603124,0.01482385,0.0001389277,0.1399251],"genre_scores_gemma":[0.9434358,0.02003358,0.002819692,0.003914176,0.0005054735,0.0001935959,0.004746518,0.00005937149,0.02429185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460027,"threshold_uncertainty_score":0.02903056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223554383776888,"score_gpt":0.401391718246799,"score_spread":0.3691561744090301,"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."}}