{"id":"W4232490229","doi":"10.31219/osf.io/bdkg8","title":"Protective Immunity against COVID-19","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Infectious agent; Tuberculosis; Mycobacterium tuberculosis; Immunity; Immunology; Immune system; Medicine; Tuberculosis vaccines; Virology; Virus; Innate immune system; Disease","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":[0.000303052,0.0003414094,0.0002887823,0.0003011468,0.0002222167,0.0005379438,0.000144612,0.0005661476,0.009460147],"category_scores_gemma":[0.0004569429,0.0001119385,0.0002739974,0.00008440643,0.0002733513,0.0003572454,0.0004941782,0.001444313,0.002986034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824642,"about_ca_system_score_gemma":0.0002354472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115718,"about_ca_topic_score_gemma":0.000108612,"domain_scores_codex":[0.9997469,0.00003758243,0.00001130133,0.00004892836,0.00004932585,0.0001059668],"domain_scores_gemma":[0.9996589,0.00005443308,0.00004600384,0.00006999812,0.00004474436,0.0001258985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009432209,0.0004874916,0.005537293,0.0002988212,0.00002761267,0.0003767096,0.0002097463,0.0001266982,0.9475781,0.004438156,0.004537045,0.0354391],"study_design_scores_gemma":[0.0004777821,0.009622199,0.1904439,0.0004365317,0.0001746242,0.007931185,0.001135796,0.001769602,0.5766678,0.0115047,0.1997757,0.00006022902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416162,0.005765916,0.003675337,0.002539947,0.0009239734,0.00007876189,0.0009800006,0.0004697229,0.0439502],"genre_scores_gemma":[0.9809859,0.001093667,0.0008318918,0.0008094507,0.0002788405,0.00002954749,0.0008795726,0.00004472772,0.01504638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009460147,"threshold_uncertainty_score":0.03164738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242002335732098,"score_gpt":0.3077805406400727,"score_spread":0.2753605172827517,"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."}}