{"id":"W2049878378","doi":"10.2500/ajr.2008.22.3180","title":"Prevalence of Biofilm-forming Bacteria in Chronic Rhinosinusitis","year":2008,"lang":"en","type":"article","venue":"American Journal of Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Microbiology; Chronic rhinosinusitis; Pseudomonas aeruginosa; Medicine; Bacteria; Staphylococcus aureus; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001339116,0.00009747879,0.0004941134,0.0003879484,0.00003338035,0.000001764737,0.0001245482,0.00004875723,0.0003415931],"category_scores_gemma":[0.00008675016,0.00008443061,0.0001165511,0.0003240059,0.0005642134,0.0001162517,0.00002458508,0.0002821015,0.000008536916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645401,"about_ca_system_score_gemma":0.0004696136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357366,"about_ca_topic_score_gemma":0.00001150795,"domain_scores_codex":[0.998915,0.00007312968,0.000531893,0.0001061713,0.0001529064,0.0002209199],"domain_scores_gemma":[0.9989831,0.00009326632,0.0005242085,0.0001515225,0.0001548238,0.00009301785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000366899,0.0001967756,0.7989418,0.0001051463,0.0001167542,0.001651882,0.0008795005,0.00001067549,0.1718691,0.0002526602,0.0005507421,0.02505807],"study_design_scores_gemma":[0.001132023,0.003382285,0.9737955,0.0002410085,0.00005504362,0.01294362,0.0001382418,0.00001498673,0.007886768,0.00001569454,0.0003153452,0.00007946338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982009,0.0008924202,0.00007721824,0.0002796437,0.0001461767,0.00006817236,0.0000101109,0.000006743834,0.000318603],"genre_scores_gemma":[0.9968399,0.0009699025,0.001766955,0.0001830004,0.0001342682,0.000001286597,0.000001949735,0.000009514686,0.0000932394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748537,"threshold_uncertainty_score":0.3740205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826389915879442,"score_gpt":0.2774303993747709,"score_spread":0.2591665002159765,"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."}}