{"id":"W6920612327","doi":"10.6084/m9.figshare.24171744","title":"Respiratory Syncytial Virus Prefusion F Subunit Vaccine: First Approval of a Maternal Vaccine to Protect Infants","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Immunization; Virus; Informed consent; Respiratory system; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002388392,0.000448253,0.0005940774,0.0005322538,0.00009147426,0.00009386864,0.001169638,0.0002982522,0.4804153],"category_scores_gemma":[0.002443463,0.0003983224,0.0001039032,0.0005053324,0.000007425367,0.0001807768,0.001412737,0.0002944751,0.01535016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808995,"about_ca_system_score_gemma":0.0002555185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004897661,"about_ca_topic_score_gemma":0.003324437,"domain_scores_codex":[0.9966431,0.0001164541,0.0005389897,0.0007719564,0.001191322,0.0007382129],"domain_scores_gemma":[0.9980417,0.00009705625,0.0004539904,0.0009021781,0.0001971319,0.0003079229],"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":[0.0004384944,0.00006495193,0.00003592234,0.001892336,0.00003119922,0.0001090684,0.00003961899,0.00002154013,0.07505605,0.000001241874,0.9213663,0.0009432504],"study_design_scores_gemma":[0.0009256366,0.0005242255,0.0009509106,0.0101353,0.00001095881,0.000004108301,0.000004662779,0.0000130765,0.1233772,0.000009839113,0.8635875,0.0004565932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01732685,0.0007082482,0.0000146083,0.00007107509,0.0009522786,0.009164765,0.9330275,0.00206084,0.03667383],"genre_scores_gemma":[0.04185845,0.0001711402,0.002212762,0.0008242244,0.007282809,0.02120016,0.05303818,0.01149171,0.8619205],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8799893,"threshold_uncertainty_score":0.9998469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007205350710996,"score_gpt":0.3116174952241222,"score_spread":0.2715454417170123,"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."}}