{"id":"W2150267355","doi":"10.1093/fampra/cmh713","title":"Predicting the clinical course of suspected acute viral upper respiratory tract infection in children","year":2004,"lang":"en","type":"article","venue":"Family Practice","topic":"Respiratory viral infections research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory tract infections; Cohort; Pediatrics; Clinical Practice; Upper respiratory tract infection; Randomized controlled trial; Clinical trial; Intensive care medicine; Respiratory system; Physical therapy; Internal medicine","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":[0.00158367,0.0002836731,0.0004874288,0.0004578181,0.0003162442,0.0003039861,0.0003470831,0.0003861411,0.001016491],"category_scores_gemma":[0.009297456,0.0002134538,0.0005205962,0.0005279032,0.0002955063,0.0002784249,0.0002475669,0.0006091084,0.00009755871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620717,"about_ca_system_score_gemma":0.00104346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668234,"about_ca_topic_score_gemma":0.04650123,"domain_scores_codex":[0.9990897,0.0004184071,0.00007086984,0.0001212108,0.0001864019,0.0001134298],"domain_scores_gemma":[0.9959964,0.001823531,0.00137907,0.00008429178,0.0002584433,0.000458316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002920055,0.00006944958,0.9966789,0.00002768566,0.00004955572,0.00002571711,0.00005347179,0.0001132451,0.0000454957,0.000004688681,0.0001265678,0.002513226],"study_design_scores_gemma":[0.00005011179,0.0006774577,0.9981703,0.00003349329,0.00005757248,0.0001199472,0.0001114842,0.0005741454,0.00006789385,0.00001162308,0.0001214177,0.000004611334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991164,0.0003750461,0.00005828154,0.00008308787,0.000005312076,0.00002329109,0.0001510849,0.000003071158,0.0001844037],"genre_scores_gemma":[0.9992567,0.0001837279,0.0002764192,0.00001856101,0.000005146094,0.00001348182,0.0002053656,6.912115e-7,0.00003992517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668234,"threshold_uncertainty_score":0.07293767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650300970463068,"score_gpt":0.4385912837195575,"score_spread":0.3720882740149268,"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."}}