{"id":"W2116829924","doi":"10.1016/j.otohns.2006.11.002","title":"Guidelines for management of acute bacterial rhinosinusitis: Impact on Quebec physicians' prescriptions for antibiotics","year":2007,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôtel-Dieu de Montréal; Hotel Dieu Hospital; Montreal General Hospital; McGill University","funders":"","keywords":"Medical prescription; Antibiotics; Medicine; Chronic rhinosinusitis; Intensive care medicine; Microbiology; Internal medicine; Pharmacology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002350178,0.0001735988,0.000187077,0.000891845,0.0008937466,0.001142611,0.0008593628,0.0004587047,0.002126893],"category_scores_gemma":[0.02364252,0.0001338141,0.0002039893,0.001189993,0.0003890848,0.0003890154,0.0005319646,0.0006463018,0.0001049877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663118,"about_ca_system_score_gemma":0.02158314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9339505,"about_ca_topic_score_gemma":0.9728373,"domain_scores_codex":[0.9969311,0.001107757,0.0002311977,0.0001849785,0.001186977,0.0003580338],"domain_scores_gemma":[0.9785185,0.004733078,0.005719717,0.0003606964,0.007553814,0.003114151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002901008,0.0003274565,0.8390045,0.0002392783,0.0001305912,0.0004203455,0.001108139,0.002160225,0.001209392,0.0003855787,0.01105111,0.1436734],"study_design_scores_gemma":[0.00006407357,0.0001793861,0.9916721,0.0001721071,0.00003726559,0.0001485805,0.0007663504,0.001576025,0.0001646728,0.00003050813,0.005169246,0.00001967148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696217,0.004092225,0.000713736,0.01328191,0.0001284993,0.000185838,0.001660103,0.00008811445,0.0102279],"genre_scores_gemma":[0.9947413,0.001093549,0.00155672,0.0009846032,0.00004332155,0.00004071585,0.0004151425,0.000006192923,0.001118364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339505,"threshold_uncertainty_score":0.1328769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932458033984049,"score_gpt":0.3739979282692312,"score_spread":0.3346733479293907,"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."}}