{"id":"W4401033439","doi":"10.7554/elife.89961.sa0","title":"Editor's evaluation: Hybrid immunity from severe acute respiratory syndrome coronavirus 2 infection and vaccination in Canadian adults: A cohort study","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cohort; Vaccination; Immunity; Coronavirus disease 2019 (COVID-19); Coronavirus; Immunology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Respiratory system; Cohort study; Respiratory infection; Virology; Immune system; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01704497,0.001582163,0.002852903,0.002132521,0.003109832,0.004370581,0.004814452,0.01022404,0.01575085],"category_scores_gemma":[0.1009801,0.0007282555,0.001434351,0.002478893,0.002039881,0.001523695,0.0009457276,0.004705779,0.003726499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009343952,"about_ca_system_score_gemma":0.02679911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1690761,"about_ca_topic_score_gemma":0.2577849,"domain_scores_codex":[0.9882956,0.002527744,0.001485842,0.00091015,0.005895031,0.0008856053],"domain_scores_gemma":[0.8895243,0.02212836,0.005629716,0.001862685,0.07316422,0.007690734],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007596824,0.00001133298,0.00097431,0.0003656516,0.00005116866,0.00008116695,0.00002089697,0.00001986221,0.00001619082,0.00007433048,0.9943997,0.003909442],"study_design_scores_gemma":[0.001184089,0.0001248664,0.02933179,0.006564282,0.0009520664,0.0006918798,0.0005294746,0.001813687,0.0003931265,0.001003884,0.9572099,0.0002008873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001752271,0.01039776,0.0002825909,0.5021375,0.4778073,0.0002794533,0.00305439,0.0001876858,0.004101122],"genre_scores_gemma":[0.03586697,0.01775509,0.00116414,0.3424811,0.5660785,0.0005261244,0.001589669,0.0002685333,0.03426994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.982955,"threshold_uncertainty_score":0.336184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983277397414648,"score_gpt":0.3992405322898606,"score_spread":0.3494077583157141,"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."}}