{"id":"W2121967806","doi":"10.1007/s10926-005-8028-x","title":"Prognosis and the Identification of Workers Risking Disability: Research Issues and Directions for Future Research","year":2005,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; University of British Columbia; University of Alberta","funders":"","keywords":"Identification (biology); Health psychology; Conceptual framework; Outcomes research; Management science; Medicine; Psychology; Applied psychology; Public health; Alternative medicine; Engineering; Sociology; Nursing; Pathology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02408239,0.0002059665,0.001091158,0.0008432097,0.0004100507,0.00007763114,0.000144686,0.0003030774,0.00001021752],"category_scores_gemma":[0.01938752,0.0001240509,0.0005736939,0.001068849,0.001974532,0.0002781343,0.00005034943,0.0009062113,0.000001322776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940427,"about_ca_system_score_gemma":0.0005370886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003344496,"about_ca_topic_score_gemma":0.00001832802,"domain_scores_codex":[0.9934729,0.00249019,0.002024862,0.0003574423,0.001421795,0.000232777],"domain_scores_gemma":[0.9749846,0.01977204,0.001054562,0.000305594,0.003766357,0.0001168915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001078524,0.000347486,0.004768514,0.02541846,0.0002337324,1.373714e-7,0.001930206,0.000003033753,0.00001245967,0.003130842,0.0008964124,0.9621802],"study_design_scores_gemma":[0.002442226,0.00199409,0.2109233,0.01657438,0.000991693,0.00004181334,0.006896836,0.0001759911,0.000003251298,0.007137336,0.7525908,0.0002282454],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01478637,0.9732493,0.00008154117,0.007402029,0.0002555634,0.004150063,0.00003454669,0.000008038798,0.00003261491],"genre_scores_gemma":[0.01997138,0.9711113,0.006704715,0.000006132956,0.001448673,0.0005128469,0.0000561989,0.00003596895,0.0001527897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.961952,"threshold_uncertainty_score":0.9888726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500086602785515,"score_gpt":0.5369730746415587,"score_spread":0.3869644143630072,"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."}}