{"id":"W3036216371","doi":"10.1056/em200002010000002","title":"Rampant Use of Antibiotics for Respiratory Tract Illness in Children Continues","year":2000,"lang":"en","type":"article","venue":"Journal watch","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Respiratory tract infections; Respiratory illness; Respiratory tract; Pediatrics; Respiratory system; Internal medicine; Microbiology","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":[0.0007834037,0.0001473855,0.0003251304,0.0007465243,0.0007875597,0.001267096,0.0004128107,0.001381487,0.003043768],"category_scores_gemma":[0.00651228,0.0001265838,0.0003612211,0.001348776,0.000660208,0.001068786,0.0006144283,0.002095293,0.0003853328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641861,"about_ca_system_score_gemma":0.002690912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09318224,"about_ca_topic_score_gemma":0.1725079,"domain_scores_codex":[0.9982647,0.0001525636,0.0001276831,0.00009103599,0.0009373134,0.0004267908],"domain_scores_gemma":[0.9884257,0.001907735,0.005581362,0.0002192807,0.001857002,0.00200894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005317756,0.00004550661,0.9630483,0.0001232669,0.00002746991,0.0005187415,0.0006145793,0.00003163474,0.0007121132,0.0001900554,0.006091762,0.02854351],"study_design_scores_gemma":[0.000002995989,0.00005139851,0.9900751,0.00008886017,0.00002109447,0.0005881034,0.001584992,0.00004035743,0.0001692942,0.00005308761,0.007319121,0.000005720741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989242,0.01432737,0.0003700807,0.06101859,0.0005258797,0.0000415988,0.002027923,0.0001373974,0.02262702],"genre_scores_gemma":[0.9770436,0.009063586,0.0008202221,0.009588779,0.0009235864,0.00001612558,0.0007663911,0.00002207119,0.001755595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09318224,"threshold_uncertainty_score":0.1852797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786260014992827,"score_gpt":0.2545357708383804,"score_spread":0.2366731706884521,"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."}}