{"id":"W1982952277","doi":"10.1002/ajim.20258","title":"A study of factors influencing return to work after wrist or ankle fractures","year":2006,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Workers' Compensation Board – Alberta","keywords":"Medicine; Ankle; Occupational safety and health; Work (physics); Physical therapy; Wrist; Workers' compensation; Injury prevention; Poison control; Proxy (statistics); Physical medicine and rehabilitation; Compensation (psychology); Environmental health; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001788509,0.000172341,0.0008304836,0.0004986845,0.0002211485,0.00000351431,0.0002696758,0.0001210287,0.0008576959],"category_scores_gemma":[0.003129758,0.00009792428,0.00005705324,0.001400138,0.000209845,0.00008963304,0.00006307596,0.001516627,0.000008728386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351155,"about_ca_system_score_gemma":0.001097375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006438124,"about_ca_topic_score_gemma":0.0005402152,"domain_scores_codex":[0.9957029,0.0008612984,0.001708356,0.0001618322,0.001081332,0.0004842516],"domain_scores_gemma":[0.99482,0.002515414,0.001254126,0.0002292832,0.0007031513,0.0004780481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009385821,0.0002342521,0.947216,0.00001524156,0.00003962245,0.00006973979,0.008109494,0.0000315255,0.00003401287,0.000002476249,0.008848307,0.02601351],"study_design_scores_gemma":[0.00452458,0.01254575,0.9190333,0.001457145,0.00006033616,0.000006550634,0.05938072,6.929172e-7,0.00002037694,0.00001586542,0.002835389,0.000119327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937962,0.00007880609,0.00002487349,0.003935381,0.000827177,0.000939859,0.00001034481,0.000008227575,0.0003791855],"genre_scores_gemma":[0.9954416,0.000007977538,0.0001090912,0.0007447532,0.003525827,0.00002651725,0.000003105858,0.00001961819,0.0001214651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05127122,"threshold_uncertainty_score":0.9732561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204264031324374,"score_gpt":0.4807724288520475,"score_spread":0.3603460257196101,"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."}}