{"id":"W4401892283","doi":"10.1177/11786302241270371","title":"Physical and Psychosocial Correlates of Occupational Physical Injury in the Global Construction Industry: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Environmental Health Insights","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Ethnic group; Checklist; Physical hazard; Occupational safety and health; Medicine; Gerontology; Stressor; Environmental health; Psychology; Clinical psychology; Psychiatry; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008284547,0.001407562,0.003635101,0.0171911,0.001126606,0.004253706,0.001637051,0.002571307,0.002679765],"category_scores_gemma":[0.03666559,0.0009696527,0.004854323,0.01588817,0.001258069,0.00246763,0.002323376,0.001439256,0.0002811591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002761654,"about_ca_system_score_gemma":0.01498478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287709,"about_ca_topic_score_gemma":0.02324037,"domain_scores_codex":[0.9943919,0.001649055,0.002045033,0.0004802274,0.001187012,0.0002467305],"domain_scores_gemma":[0.9732068,0.01995632,0.00380432,0.0003664607,0.002443189,0.0002227998],"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":[0.00008674516,0.00005080699,0.006696425,0.8475804,0.003998748,0.0003046128,0.001480207,0.0002692803,0.0001603007,0.0008157103,0.004633944,0.1339228],"study_design_scores_gemma":[0.00002392804,0.00007759378,0.01250402,0.951982,0.01103042,0.0004462404,0.001314118,0.00007566791,0.00008001352,0.0004009652,0.02203459,0.00003039715],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001713347,0.9966768,0.0001425335,0.0004421035,0.0001320939,0.0001774937,0.0002293247,0.000004130057,0.0004821234],"genre_scores_gemma":[0.01186713,0.9864725,0.0004287354,0.0004036444,0.00009529483,0.0003933689,0.0002253067,0.000003010759,0.0001110099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0171911,"threshold_uncertainty_score":0.04381341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257436709327256,"score_gpt":0.5427977999504477,"score_spread":0.4170541290177222,"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."}}