{"id":"W2026433105","doi":"10.4104/pcrj.2011.00098","title":"Agreement between self-report and medical records on signs and symptoms of respiratory illness","year":2012,"lang":"en","type":"article","venue":"Primary Care Respiratory Journal","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Chills; Sore throat; Medicine; Medical record; Nose; Throat; Headaches; Physical therapy; Pediatrics; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02365365,0.0003207539,0.0007602575,0.002136646,0.0004082001,0.001482074,0.0008597571,0.0009084762,0.001478348],"category_scores_gemma":[0.07198035,0.0003590661,0.0009529282,0.001086856,0.000491492,0.001159149,0.001804397,0.0007701196,0.0007564797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331008,"about_ca_system_score_gemma":0.000573741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003482941,"about_ca_topic_score_gemma":0.003712895,"domain_scores_codex":[0.9781938,0.01094319,0.003850028,0.002293886,0.003922198,0.0007970656],"domain_scores_gemma":[0.8774242,0.07981483,0.01549879,0.008677809,0.01721002,0.001374341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009765,0.00007257558,0.9929724,0.00007903184,0.000180997,0.00002483539,0.0006875802,0.0001956622,0.0003204547,0.00005233743,0.000572287,0.00464083],"study_design_scores_gemma":[0.00003107318,0.0002332763,0.9935135,0.000050314,0.0001111736,0.000152437,0.001003543,0.002527646,0.001001261,0.0001464345,0.001209682,0.00001969902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801596,0.000315478,0.005226331,0.0003288558,0.0001112317,0.0004099728,0.007814568,0.00009982416,0.005534132],"genre_scores_gemma":[0.992107,0.00008124057,0.001918083,0.0001559458,0.00002712223,0.0001899342,0.004931584,0.0000107356,0.0005784935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02365365,"threshold_uncertainty_score":0.1250939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986842798866129,"score_gpt":0.2933993566084632,"score_spread":0.2735309286198019,"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."}}