{"id":"W1964195999","doi":"10.1097/01.jom.0000102503.33729.88","title":"Investing in Healthy Human Capital","year":2003,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Global Health Care Issues","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"School of Medicine, Stanford University; Society of Actuaries; Merck","keywords":"Business; Medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0009725943,0.00009512917,0.0002550175,0.0001378854,0.0002228792,0.000001173692,0.00005317707,0.00007378735,0.0005356909],"category_scores_gemma":[0.0002699248,0.00007140948,0.00001938858,0.00007412136,0.0001278859,0.0001126858,0.00002002823,0.0004394632,0.00002031122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824541,"about_ca_system_score_gemma":0.00009036595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562053,"about_ca_topic_score_gemma":0.00008362042,"domain_scores_codex":[0.9982548,0.0002541306,0.0007967703,0.0001001011,0.0003613042,0.0002328374],"domain_scores_gemma":[0.9990456,0.0002586714,0.0003901432,0.00005886089,0.00002044361,0.0002263462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783555,0.00006650934,0.9914731,0.0000731371,0.000005971549,0.00003112541,0.002788488,0.000008124366,0.0006901924,0.002611917,0.001865804,0.0002072385],"study_design_scores_gemma":[0.002207581,0.0007571802,0.9802579,0.0003447648,0.000008759075,0.00007295152,0.007585412,0.000004991795,0.000006906591,0.002067115,0.006622377,0.00006411952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950083,0.001568788,0.00001434117,0.001094682,0.0004157072,0.000147328,0.000005750669,0.00000342454,0.001741685],"genre_scores_gemma":[0.9967972,0.000189686,0.0004135493,0.002141038,0.0003274054,0.000003701919,0.00001031074,0.000007655502,0.0001094635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112153,"threshold_uncertainty_score":0.586544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09076295177208275,"score_gpt":0.4474707345847473,"score_spread":0.3567077828126645,"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."}}