{"id":"W4413512988","doi":"10.64628/aam.n4jgqmhud","title":"Antibiotics in cold and flu season: Potentially harmful and seldom helpful","year":2020,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Antibiotics; Flu season; Common cold; Microbiology; Virology; Medicine; Biology; Immunology","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":[0.001292325,0.0003012863,0.0006894364,0.0007480112,0.0006885805,0.001423029,0.0002161618,0.001330747,0.003633902],"category_scores_gemma":[0.006545631,0.0001561328,0.0003121274,0.0007514249,0.0009601973,0.001549507,0.0006175752,0.001311697,0.0005692629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132645,"about_ca_system_score_gemma":0.0009172558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741915,"about_ca_topic_score_gemma":0.00734486,"domain_scores_codex":[0.9984485,0.0006453211,0.0001877111,0.00008582294,0.0003634303,0.0002692314],"domain_scores_gemma":[0.9955603,0.00168705,0.001540463,0.0001098147,0.0005067853,0.0005955556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002624479,0.000400308,0.4656676,0.003651183,0.0003211751,0.01115315,0.003847214,0.0001859182,0.01184186,0.002591915,0.0258078,0.4719074],"study_design_scores_gemma":[0.0000702916,0.001968632,0.7851707,0.007930168,0.0004912317,0.03777196,0.02560343,0.0002994977,0.003506112,0.003851453,0.133234,0.0001025297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6004585,0.2805941,0.001590325,0.05395562,0.002628679,0.00009097893,0.0007112059,0.00009945478,0.05987113],"genre_scores_gemma":[0.927294,0.05863664,0.001261037,0.008296219,0.001726247,0.00001990897,0.0001185439,0.00002809012,0.002619366],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003633902,"threshold_uncertainty_score":0.01215667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009578009610940715,"score_gpt":0.2000818241379677,"score_spread":0.1905038145270269,"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."}}