{"id":"W2606742904","doi":"10.1373/clinchem.2017.273672","title":"Wellness Initiatives: Benefits and Limitations","year":2017,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Baseline (sea); Raw data; Population; Public health; Data collection; Construct (python library); Gerontology; Medicine; Public relations; Environmental health; Business; Internet privacy; Computer science; Political science; Sociology","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":[0.1036749,0.001127894,0.001361392,0.003412359,0.005584274,0.01105404,0.004724677,0.002759584,0.03411544],"category_scores_gemma":[0.2230608,0.0006311638,0.002320383,0.006857404,0.004427316,0.01372018,0.009577434,0.004751489,0.004308068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008401298,"about_ca_system_score_gemma":0.02695369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809403,"about_ca_topic_score_gemma":0.04703541,"domain_scores_codex":[0.9192497,0.04630329,0.007874082,0.003992613,0.01956133,0.003019045],"domain_scores_gemma":[0.7690393,0.1300596,0.01283252,0.01419311,0.05667277,0.0172027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00148138,0.00116528,0.1221626,0.0208847,0.001248708,0.0003648011,0.01918804,0.0007614734,0.0001714563,0.05430891,0.213522,0.5647407],"study_design_scores_gemma":[0.000440532,0.001087,0.1357826,0.05385381,0.001466873,0.0007748983,0.04495935,0.001139602,0.0005262918,0.03934261,0.7203522,0.0002743139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1066502,0.07923453,0.01325065,0.5031832,0.02269898,0.01053425,0.02292119,0.0003302159,0.2411968],"genre_scores_gemma":[0.6393432,0.04255326,0.04037912,0.2026072,0.009225477,0.04062694,0.008731441,0.0004846636,0.01604872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1036749,"threshold_uncertainty_score":0.5482917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0749088491861162,"score_gpt":0.3560566918468611,"score_spread":0.2811478426607449,"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."}}