{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007966172,0.000251968,0.0004549675,0.0002948562,0.0001459761,0.0002731583,0.0001670986,0.0003126036,0.001184309],"category_scores_gemma":[0.0006048639,0.00007917428,0.000363311,0.0001497825,0.0001454063,0.0002998538,0.000156855,0.0003440929,0.0001329684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751133,"about_ca_system_score_gemma":0.000240578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002825745,"about_ca_topic_score_gemma":0.0003915629,"domain_scores_codex":[0.9996783,0.0001234703,0.00002777883,0.00003140216,0.00007825161,0.0000607865],"domain_scores_gemma":[0.999842,0.00004341208,0.00003178201,0.000006204297,0.00004150809,0.00003495045],"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":[0.03563872,0.01376585,0.03658542,0.005387536,0.0008410414,0.0009567425,0.0006184108,0.002138544,0.5322209,0.00105561,0.002465109,0.3683262],"study_design_scores_gemma":[0.004259938,0.6313753,0.1004182,0.0008157518,0.001449963,0.001543133,0.0009404489,0.002242626,0.2089102,0.0005220323,0.04747433,0.0000480308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799209,0.01753954,0.0003452171,0.0001612519,0.0001484774,0.0002950827,0.0001512666,0.00001002772,0.001428257],"genre_scores_gemma":[0.9891393,0.00780098,0.0008671923,0.0001917432,0.0001084625,0.0002002796,0.0004636224,0.000004885517,0.00122361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184309,"threshold_uncertainty_score":0.004212976,"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."}}