{"id":"W2068633602","doi":"10.1016/j.apergo.2010.01.003","title":"Assessing attitudes, beliefs and readiness for musculoskeletal injury prevention in the construction industry","year":2010,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Michael Smith Health Research BC; University of Victoria; University of British Columbia","funders":"WorkSafeBC","keywords":"Action (physics); Occupational safety and health; Human factors and ergonomics; Psychological intervention; Musculoskeletal injury; Work (physics); Psychology; Applied psychology; Injury prevention; Poison control; Medicine; Physical therapy; Nursing; Environmental health; Engineering; Alternative medicine","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":[0.003185202,0.0003936579,0.0002658526,0.0008311654,0.0008940533,0.0009470405,0.0004296612,0.0008952257,0.001271828],"category_scores_gemma":[0.007605974,0.0004832513,0.0006595989,0.0004502561,0.0006009214,0.000457438,0.0006958161,0.001467717,0.0003560391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664228,"about_ca_system_score_gemma":0.0017963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110606,"about_ca_topic_score_gemma":0.01940474,"domain_scores_codex":[0.9988061,0.0003295518,0.00009274598,0.00006479537,0.0004192117,0.0002875196],"domain_scores_gemma":[0.9943066,0.001476183,0.001388074,0.0001773409,0.0009729732,0.001678763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198393,0.001966537,0.9893416,0.00001755981,0.00004475518,0.00003516333,0.001934015,0.00009342977,0.0007716054,0.00003359667,0.00007728674,0.00556469],"study_design_scores_gemma":[0.00001521683,0.001018205,0.995011,0.00001247856,0.00002181357,0.00003733554,0.003089984,0.0003410713,0.0002520756,0.0000323147,0.0001606711,0.000007851671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997095,0.000008488789,0.00002054227,0.00002630706,0.000001905199,0.000009105395,0.000005481882,8.765208e-7,0.0002177467],"genre_scores_gemma":[0.9994441,0.00003402383,0.0001377598,0.00002975492,0.000002994498,0.00001738165,0.0000279989,9.160232e-7,0.0003051111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110606,"threshold_uncertainty_score":0.02208281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655557972666531,"score_gpt":0.473607479497405,"score_spread":0.4170518997707397,"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."}}