{"id":"W2918819596","doi":"10.1097/jom.0000000000000868","title":"A Prospective Programmatic Cost Analysis of Fuel Your Life","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Phone; Modalities; Modality (human–computer interaction); Activity-based costing; Transparency (behavior); Treatment modality; Operations management; Cost–benefit analysis; Cost analysis; Medicine; Medical emergency; Business; Computer science; Engineering; Operations research; Surgery; Accounting; Computer security; 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":[0.01411156,0.0007920415,0.0007277895,0.002976232,0.0004394488,0.001230421,0.0006899205,0.0006118821,0.005204359],"category_scores_gemma":[0.03719307,0.0005166671,0.001710406,0.003044802,0.0003469763,0.001345487,0.001194922,0.001240688,0.0003747565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253476,"about_ca_system_score_gemma":0.003805721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004393506,"about_ca_topic_score_gemma":0.00353909,"domain_scores_codex":[0.985709,0.01112324,0.0005735582,0.0005010781,0.001682347,0.0004108944],"domain_scores_gemma":[0.9752931,0.01462561,0.005540647,0.001180823,0.00281195,0.0005478853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02222214,0.005793179,0.6500787,0.001620091,0.003899722,0.0002215792,0.0002461844,0.1117242,0.0007593245,0.01213446,0.007201523,0.1840988],"study_design_scores_gemma":[0.004347641,0.03182619,0.7145014,0.0008153641,0.006022403,0.001098252,0.0008976271,0.2077346,0.004889857,0.009413325,0.01815852,0.0002947143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225896,0.00132117,0.03799247,0.001610585,0.00007583067,0.007357699,0.02024367,0.0001305979,0.008678423],"genre_scores_gemma":[0.9715568,0.0003617942,0.01874964,0.0001382973,0.00004389572,0.002526973,0.00556345,0.00002337573,0.001035812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411156,"threshold_uncertainty_score":0.07462996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2770645023299177,"score_gpt":0.4212288632756896,"score_spread":0.1441643609457719,"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."}}