{"id":"W4394845012","doi":"10.46747/cfp.7004258","title":"Preventing respiratory syncytial virus in older adults","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Respiratory system; Virus; Virology; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008821002,0.0001794335,0.0005364645,0.0001679984,0.000249137,0.000214907,0.0001200762,0.0005727417,0.000885356],"category_scores_gemma":[0.003671187,0.00008051484,0.000334249,0.0001596053,0.0001300468,0.0002112195,0.0001468008,0.0004404971,0.0001488266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006298162,"about_ca_system_score_gemma":0.000793987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03283253,"about_ca_topic_score_gemma":0.06435534,"domain_scores_codex":[0.9997289,0.00007553757,0.00003595356,0.00001988781,0.00009149735,0.00004813371],"domain_scores_gemma":[0.9991745,0.0001595501,0.0001840957,0.00001633,0.0002382078,0.000227234],"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":[0.008762104,0.001516047,0.2187019,0.004206859,0.0009799497,0.0003283429,0.0006605454,0.000422161,0.0045473,0.0004155663,0.03987699,0.7195822],"study_design_scores_gemma":[0.002212995,0.009609402,0.9443576,0.003760565,0.001072306,0.0004613949,0.0005534756,0.0003809479,0.000925691,0.000297543,0.03633878,0.00002919936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6321659,0.3278201,0.0002154709,0.02135287,0.001797003,0.0002022612,0.0007012271,0.00004072657,0.01570452],"genre_scores_gemma":[0.90604,0.08333903,0.0004941762,0.006811783,0.001266656,0.00005361058,0.0002811703,0.000002649651,0.001711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03283253,"threshold_uncertainty_score":0.06528288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155979912016713,"score_gpt":0.3218364969347612,"score_spread":0.2902766978145941,"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."}}