{"id":"W2150488698","doi":"10.1177/0009922814542608","title":"Canadian Acute Respiratory Illness and Flu Scale (CARIFS) for Clinical Detection of Influenza in Children","year":2014,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demographics; Venipuncture; Respiratory illness; Respiratory system; Prospective cohort study; Influenza-like illness; Emergency department; Internal medicine; Influenza A virus; Pediatrics; Cohort; Cohort study; Respiratory infection; Virus; Immunology; Surgery; Demography","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":[0.001852968,0.0004233293,0.0005056884,0.001174433,0.0006518715,0.0003529268,0.0008153843,0.0002893197,0.002082471],"category_scores_gemma":[0.003305557,0.0001685203,0.0004953461,0.001383452,0.0002991,0.0002447088,0.0004293167,0.0007692171,0.0002257525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940802,"about_ca_system_score_gemma":0.006153141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3811628,"about_ca_topic_score_gemma":0.5206243,"domain_scores_codex":[0.998839,0.0002157086,0.0001273007,0.00009895452,0.0005474675,0.000171672],"domain_scores_gemma":[0.9974871,0.0002638721,0.000864673,0.00005321411,0.0008538831,0.0004772251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006473604,0.00003844664,0.9953453,0.00009111989,0.00005930364,0.00004304925,0.00007271545,0.00003948184,0.00007826059,0.00003042752,0.001840635,0.002296483],"study_design_scores_gemma":[0.000008717178,0.00003267173,0.9994262,0.00002469439,0.000008653176,0.00004621791,0.00004690657,0.00003251277,0.00002545404,0.000005244154,0.0003411341,0.000001643906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739383,0.004094415,0.0004572165,0.0005700947,0.00009336984,0.0005081158,0.01275893,0.00002970363,0.007549741],"genre_scores_gemma":[0.9911703,0.001041466,0.001292555,0.0001397991,0.00002920018,0.0002846402,0.005616834,0.000005111844,0.0004201283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6188372,"threshold_uncertainty_score":0.7578883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049751135421846,"score_gpt":0.4552973041871075,"score_spread":0.3503221906449228,"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."}}