{"id":"W4220796363","doi":"10.1016/s0140-6736(22)00194-5","title":"Evaluating COVID-19 vaccines in the real world","year":2022,"lang":"en","type":"article","venue":"The Lancet","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Interim; Interim analysis; Clinical trial; Randomized controlled trial; Psychological intervention; Vaccine efficacy; Alternative medicine","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":[0.07039855,0.001445913,0.001727657,0.0009986527,0.0006415219,0.005947129,0.0015603,0.003705048,0.006870168],"category_scores_gemma":[0.1182404,0.000700635,0.001651184,0.001690648,0.001534789,0.003098954,0.001810431,0.002867306,0.00172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104305,"about_ca_system_score_gemma":0.01483736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227117,"about_ca_topic_score_gemma":0.01914591,"domain_scores_codex":[0.9281126,0.05985498,0.002620806,0.001758018,0.004871709,0.002781948],"domain_scores_gemma":[0.9175553,0.05094794,0.01311611,0.002339523,0.01079038,0.005250762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06427734,0.007200484,0.1478988,0.02215785,0.01380095,0.001639912,0.001829421,0.08159068,0.005593119,0.03576313,0.1838012,0.4344471],"study_design_scores_gemma":[0.03783147,0.1144213,0.1404548,0.02263682,0.0139164,0.001736066,0.01412934,0.04834463,0.01225129,0.07040893,0.5226413,0.001227504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4318147,0.1186571,0.01390333,0.300533,0.009437665,0.005058048,0.03077212,0.000291383,0.08953261],"genre_scores_gemma":[0.9204542,0.02733746,0.01694327,0.02250715,0.002101417,0.001556771,0.006787802,0.00008246295,0.002229537],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07039855,"threshold_uncertainty_score":0.3723075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143657617281805,"score_gpt":0.475392565534862,"score_spread":0.2610268038066815,"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."}}