{"id":"W4318680486","doi":"10.5539/ibr.v16n2p54","title":"COVID-19 Vaccinations: Efficacy and Financial Benefits (The Case of the Pharmaceutical Companies)","year":2023,"lang":"en","type":"article","venue":"International Business Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Vaccine efficacy; Medicine; Business; Internal medicine; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008819775,0.0004150862,0.0006086378,0.002175699,0.000816167,0.003316534,0.0006952937,0.003010266,0.007190189],"category_scores_gemma":[0.03375874,0.0002585124,0.001150819,0.001312768,0.002361556,0.004167145,0.001948147,0.003297388,0.0003909751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183583,"about_ca_system_score_gemma":0.001182212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005511453,"about_ca_topic_score_gemma":0.005110424,"domain_scores_codex":[0.9911798,0.004393531,0.0004608372,0.0008230509,0.001675253,0.001467622],"domain_scores_gemma":[0.8799872,0.07158624,0.03803375,0.00221457,0.003569467,0.004608778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00099579,0.00118195,0.9183037,0.0004171357,0.0008133077,0.002252706,0.0009249544,0.005550685,0.0006275167,0.0304948,0.00293909,0.03549846],"study_design_scores_gemma":[0.0001964677,0.002210944,0.9600531,0.0004609142,0.0008700673,0.0009767268,0.003658697,0.0101129,0.001111807,0.009631338,0.01064186,0.00007513532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406511,0.007490031,0.00113844,0.009749936,0.00008228489,0.000133383,0.0005950815,0.00001306303,0.04014667],"genre_scores_gemma":[0.9980822,0.0005072334,0.000172999,0.0002717875,0.0001072468,0.00001498345,0.00007339734,0.000001315222,0.000768968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008819775,"threshold_uncertainty_score":0.04664397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2414843515057199,"score_gpt":0.4360088383317866,"score_spread":0.1945244868260666,"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."}}