{"id":"W1999924137","doi":"10.1016/j.vaccine.2007.02.065","title":"Fatigue: Case definition and guidelines for collection, analysis, and presentation of immunization safety data","year":2007,"lang":"en","type":"article","venue":"Vaccine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institutes of Health Research; Health Canada","funders":"Centers for Disease Control and Prevention","keywords":"Presentation (obstetrics); Immunization; Data collection; Medicine; Immunology; Statistics; Surgery; Antibody","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":[0.000553316,0.00007660966,0.0001496037,0.0002683442,0.0001179008,0.00001031725,0.00005356251,0.00009288676,0.00008231765],"category_scores_gemma":[0.00023958,0.00007231846,0.00001959072,0.0007678405,0.000008826413,0.0001085747,0.000033636,0.00004504154,7.617144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008431671,"about_ca_system_score_gemma":0.000006332484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000902688,"about_ca_topic_score_gemma":0.001322282,"domain_scores_codex":[0.9991744,0.00004216946,0.0004135444,0.0002143108,0.00005486144,0.0001006715],"domain_scores_gemma":[0.9989507,0.0002469386,0.0001569808,0.0003041762,0.0003070402,0.00003421631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002712413,0.0004211049,0.6807917,0.0000680642,0.003959677,0.00006382314,0.003881322,0.0003660275,0.001803389,0.01041485,0.03946868,0.256049],"study_design_scores_gemma":[0.01310122,0.000574233,0.956739,0.0001515056,0.005049268,0.0003904405,0.004620051,0.01376397,0.002105865,0.0009157392,0.001997441,0.0005912792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6099322,0.002429093,0.3854122,0.0006517795,0.0002389804,0.0005042918,0.0001516988,0.00003891582,0.0006408148],"genre_scores_gemma":[0.9898326,0.000315404,0.008121155,0.0000610738,0.00006472785,0.000007971239,0.001513911,0.00001025221,0.00007291872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3799004,"threshold_uncertainty_score":0.2949061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259874013273883,"score_gpt":0.408322240537005,"score_spread":0.2823348392096167,"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."}}