{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004431334,0.000175621,0.0007631134,0.0003765511,0.0001367152,0.00001451402,0.0001585538,0.0004939939,0.000006690474],"category_scores_gemma":[0.009797099,0.0001575318,0.0002257571,0.0004166561,0.0003981567,0.0000828885,0.0001211808,0.0007503867,0.00001564703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108231,"about_ca_system_score_gemma":0.0005369421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004040328,"about_ca_topic_score_gemma":0.01593726,"domain_scores_codex":[0.99706,0.000252562,0.00141708,0.0004843355,0.000300963,0.0004850559],"domain_scores_gemma":[0.996668,0.001710729,0.000223745,0.0004209691,0.0003880646,0.0005885086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004082968,0.0001105885,0.9562754,0.00008060699,0.00006386436,0.000002350214,0.00004278971,0.000001656085,0.00001803307,0.00001896078,0.001207252,0.04177022],"study_design_scores_gemma":[0.004627804,0.001246654,0.9723397,0.00002159589,0.0002342007,0.000003060622,0.00002771432,0.0001563133,0.00006725659,0.0001602362,0.02094231,0.0001731059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969562,0.001111576,0.0001236861,0.000178318,0.0003452225,0.0009454274,0.0000809082,0.00002677204,0.0002318427],"genre_scores_gemma":[0.9929897,0.001543566,0.0005835915,0.003021502,0.001709019,0.0000575683,0.0000096715,0.00003682614,0.00004855166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04159712,"threshold_uncertainty_score":0.9985438,"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."}}