{"id":"W4294383577","doi":"10.18535/cmhrj.v2i2.31","title":"Evaluation of vaccines effective against coronavirus","year":2022,"lang":"en","type":"article","venue":"Clinical Medicine And Health Research Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; myalgia; Reactogenicity; Vaccination; Anaphylaxis; Allergy; Pediatrics; Heart rate; Local Reaction; Internal medicine; Anesthesia; Immunology; Immunization; Blood pressure; Antibody","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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1086901,0.000130395,0.0007702032,0.0006817537,0.0008203996,0.00001483877,0.0002341161,0.00008573786,0.0002487867],"category_scores_gemma":[0.01244869,0.00009251684,0.000128876,0.0008031105,0.0005692838,0.00006955304,0.0002714591,0.003493661,0.000009962057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058526,"about_ca_system_score_gemma":0.004434888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002240057,"about_ca_topic_score_gemma":0.00003328783,"domain_scores_codex":[0.9872208,0.005348903,0.001277643,0.0003714831,0.005099723,0.0006814976],"domain_scores_gemma":[0.9930087,0.003158317,0.000321443,0.0003290456,0.002744478,0.0004380225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001378451,0.0005528462,0.1161053,0.0002446752,0.0001465886,0.0001054003,0.0006464624,0.000001235811,0.0008098186,0.0001033859,0.01994045,0.8599654],"study_design_scores_gemma":[0.03018652,0.04289075,0.5650495,0.001211754,0.0002382159,0.001001943,0.006894726,0.004465374,0.0003867614,0.006742495,0.3407239,0.0002080564],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418127,0.02291621,0.00003098457,0.0291476,0.0004994687,0.001681224,0.000005063922,0.0000141687,0.003892567],"genre_scores_gemma":[0.9494831,0.001787924,0.00005689534,0.04674932,0.001731694,0.000137426,0.000003757811,0.00002365262,0.00002622719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8597574,"threshold_uncertainty_score":0.9988053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6646816541485581,"score_gpt":0.6699487486456663,"score_spread":0.005267094497108271,"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."}}