{"id":"W4231745666","doi":"10.1016/s0264-410x(02)00561-3","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Vaccine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00164227,0.0009112409,0.000661834,0.002419972,0.001104224,0.001910754,0.001226104,0.001204413,0.3654231],"category_scores_gemma":[0.01131701,0.0002490366,0.0006212306,0.001208104,0.0002784482,0.001352372,0.001145215,0.002655789,0.2254672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117577,"about_ca_system_score_gemma":0.00180535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547218,"about_ca_topic_score_gemma":0.004291119,"domain_scores_codex":[0.99936,0.0001265757,0.00005199773,0.00006629434,0.0003260867,0.00006910991],"domain_scores_gemma":[0.9918174,0.00117818,0.0003073443,0.0005682484,0.005121384,0.001007516],"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":[0.00003264324,0.00001341482,0.00004241121,0.00009014738,0.000001547881,0.00002323342,0.000005188984,0.00002120736,0.00008072632,0.0003801409,0.9786826,0.02062669],"study_design_scores_gemma":[0.000009804874,0.00001809427,0.000294309,0.0000962563,0.000003069135,0.00004224013,0.00001297428,0.00002663866,0.0001453603,0.000732739,0.9986153,0.000003254722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008725803,0.01670174,0.006174208,0.06740064,0.6343955,0.001181009,0.02006483,0.001457461,0.251752],"genre_scores_gemma":[0.005418335,0.01245644,0.003956889,0.02572482,0.1005339,0.0006919731,0.01910586,0.0006697501,0.831442],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6345769,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365349475004812,"score_gpt":0.2511387961557254,"score_spread":0.2374853014056773,"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."}}