{"id":"W4285162112","doi":"10.5334/gh.1125","title":"Heart Failure after Laboratory Confirmed Influenza Infection (FLU-HF)","year":2022,"lang":"en","type":"article","venue":"Global Heart","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; University of Toronto; Saskatchewan Health; University of Regina; Saskatchewan Health Authority; University of Manitoba","funders":"","keywords":"Medicine; Heart failure; Virology; Internal medicine; Cardiology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001173829,0.0002705702,0.0003093321,0.0005515366,0.0004378095,0.0004211654,0.0004056258,0.0003826106,0.00132937],"category_scores_gemma":[0.003320408,0.0001227029,0.0003453696,0.0003979772,0.0003219819,0.0002696441,0.0003395908,0.0005731384,0.0001608541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195761,"about_ca_system_score_gemma":0.000751806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101768,"about_ca_topic_score_gemma":0.01240682,"domain_scores_codex":[0.9991861,0.0001746208,0.0000862883,0.0001462233,0.0002305155,0.0001762986],"domain_scores_gemma":[0.9967091,0.000745175,0.001758294,0.0001156007,0.000333703,0.000338049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006613747,0.00003557791,0.9977989,0.00002643223,0.0000307066,0.0002568035,0.00002071814,0.00002082867,0.0001221003,0.000007827238,0.00009873305,0.001515298],"study_design_scores_gemma":[0.000006317543,0.0001143431,0.9987985,0.00001255802,0.00001714161,0.0008130409,0.00003163255,0.0000554925,0.00006566848,0.000009976791,0.00007338757,0.000001899287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967136,0.001350408,0.000225866,0.00009611726,0.00003635884,0.00004412365,0.0003825577,0.00001373761,0.001137157],"genre_scores_gemma":[0.9990494,0.0002752159,0.0000913285,0.00006850378,0.00004102045,0.00001141391,0.0003720642,0.000001464161,0.00008962322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101768,"threshold_uncertainty_score":0.02023512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408089907168348,"score_gpt":0.3679066202931401,"score_spread":0.3338257212214566,"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."}}