{"id":"W6925144191","doi":"10.17605/osf.io/7uwjq","title":"PROJECT PAGE: Long-term effectiveness of COVID-19 vaccines against infections, hospitalizations, and mortality in adults: a rapid living systematic evidence synthesis","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Liver physiology and pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Systematic review; Vaccination; Public health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008716476,0.0002469319,0.0008439315,0.0003696792,0.0002497793,0.0000166896,0.0003431652,0.0001436367,0.01371135],"category_scores_gemma":[0.02193977,0.000249858,0.0001436186,0.0005160162,0.0001721701,0.0002155131,0.001047652,0.0003973737,0.001686435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630566,"about_ca_system_score_gemma":0.0004295273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000463289,"about_ca_topic_score_gemma":0.00007174406,"domain_scores_codex":[0.9919483,0.005564786,0.0007094532,0.001250637,0.0002622872,0.0002645367],"domain_scores_gemma":[0.9920697,0.00561433,0.0003911455,0.001670653,0.0001245093,0.0001296757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004174731,0.0007894487,0.9491011,0.04270026,0.0002521477,0.00009751886,0.002661784,0.0005256261,0.003061837,0.0001247812,0.00004998539,0.0002180223],"study_design_scores_gemma":[0.0007061065,0.00002029041,0.9890698,0.007520156,0.0003254167,0.0001978448,0.0004913988,0.0003356487,0.0009244751,0.0001804369,0.000007107833,0.0002213437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938758,0.0000786379,0.0004741831,0.00006024248,0.0001497718,0.003302536,0.00002127707,0.00008392805,0.001953598],"genre_scores_gemma":[0.9962769,0.0005965934,0.0000530826,0.0001024801,0.00001932621,0.002457775,0.00001897971,0.00002321768,0.000451673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03996866,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041783425144003,"score_gpt":0.3056959318098167,"score_spread":0.2852780975583766,"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."}}