{"id":"W4221088306","doi":"10.5694/mja2.51479","title":"Effectiveness of <scp>COVID</scp> ‐19 vaccines: findings from real‐world studies","year":2022,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Confounding; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Environmental health; Demography; Disease; Infectious disease (medical specialty); Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03788153,0.001178943,0.003307359,0.002600144,0.0007739658,0.003668732,0.003134962,0.006240342,0.004733264],"category_scores_gemma":[0.2245515,0.00074524,0.001804867,0.003250462,0.002073116,0.003810202,0.001152104,0.005575313,0.0008925399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492378,"about_ca_system_score_gemma":0.003018462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852506,"about_ca_topic_score_gemma":0.0037452,"domain_scores_codex":[0.9740081,0.01301,0.006872703,0.001923895,0.003432864,0.0007524796],"domain_scores_gemma":[0.6316068,0.3083458,0.02746159,0.002957823,0.02737217,0.00225576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002826423,0.0001191478,0.01369779,0.08041638,0.006187538,0.001078141,0.0007307816,0.0003143631,0.0002910213,0.001497196,0.782091,0.1107503],"study_design_scores_gemma":[0.002757849,0.001126101,0.0569164,0.1657718,0.02242259,0.004544781,0.002034678,0.001477749,0.001901341,0.007283191,0.7332248,0.0005387277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006219984,0.476505,0.000355447,0.4142388,0.09989124,0.0001008702,0.001184317,0.00005474014,0.001449551],"genre_scores_gemma":[0.08073648,0.2526632,0.0009017024,0.4071187,0.2561582,0.0002347187,0.0006527184,0.0001266542,0.001407545],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03788153,"threshold_uncertainty_score":0.2003391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0946983535631176,"score_gpt":0.4142547214021112,"score_spread":0.3195563678389935,"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."}}