{"id":"W3097155126","doi":"10.1007/s10926-020-09935-6","title":"A Systematic Search and Review of Questionnaires Measuring Individual psychosocial Factors Predicting Return to Work After Musculoskeletal and Common Mental Disorders","year":2020,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université du Québec à Montréal","funders":"Università degli Studi di Milano-Bicocca; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"PsycINFO; Psychosocial; Clinical psychology; Psychology; Health psychology; Mental health; MEDLINE; Applied psychology; Medicine; Psychiatry; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007797839,0.00164043,0.00787522,0.01836738,0.0009303152,0.002486205,0.002213877,0.002303944,0.006445024],"category_scores_gemma":[0.03876816,0.0009646785,0.005087328,0.01991233,0.0009881086,0.002708522,0.001726049,0.0009108021,0.0006333287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005083053,"about_ca_system_score_gemma":0.01915418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011881,"about_ca_topic_score_gemma":0.02593013,"domain_scores_codex":[0.9914337,0.001955603,0.004575701,0.0005670254,0.00119977,0.0002682945],"domain_scores_gemma":[0.9696603,0.02190894,0.005189905,0.0003732616,0.002611319,0.0002563129],"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":[0.00009256149,0.00001387611,0.0008906625,0.9717121,0.002129836,0.0001998114,0.0003215443,0.00004895972,0.0001195387,0.0001655247,0.001476584,0.02282891],"study_design_scores_gemma":[0.0001054897,0.0001433261,0.005255573,0.9568086,0.02155648,0.000443279,0.0004296325,0.00004672786,0.0001060682,0.0002087828,0.01486675,0.00002927944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003773186,0.9894119,0.0004851935,0.0004970315,0.0001708761,0.001531723,0.003152966,0.00002290893,0.0009542118],"genre_scores_gemma":[0.01900499,0.9738022,0.001664573,0.0008077226,0.00009652972,0.002946459,0.001320631,0.00001042759,0.000346348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01836738,"threshold_uncertainty_score":0.04123938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05277566671200432,"score_gpt":0.4503246114453605,"score_spread":0.3975489447333561,"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."}}