{"id":"W2079479271","doi":"10.2310/7070.2001.20813","title":"Impact of Rhinosinusitis in Health Care Delivery: The Quebec Experience","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Chronic rhinosinusitis; Sinusitis; Quality of life (healthcare); Population; Disease; Internal medicine; Physical therapy; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004066854,0.00008511289,0.0003349032,0.0001388829,0.00008453474,0.000004564803,0.0001957716,0.00005064478,0.0002771695],"category_scores_gemma":[0.00008083358,0.00004216987,0.0001502918,0.0002718942,0.0001929147,0.0000849121,0.00002945919,0.0003385052,0.000004430433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960334,"about_ca_system_score_gemma":0.0005131621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351825,"about_ca_topic_score_gemma":0.003709149,"domain_scores_codex":[0.9988371,0.0002893163,0.0004555047,0.00005715597,0.0001647881,0.0001961793],"domain_scores_gemma":[0.9989653,0.0002047989,0.0003471775,0.0002084932,0.0001963182,0.00007787463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001124899,0.0001994707,0.961121,0.00003118813,0.0001268709,0.0005627462,0.02493343,0.00009947438,0.005569704,0.0001912845,0.002683086,0.003356796],"study_design_scores_gemma":[0.0008939162,0.001234388,0.9885315,0.0001086413,0.00003139822,0.006549639,0.002043169,0.00001800315,0.0001552146,0.00001688857,0.0003800804,0.00003715974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943969,0.003291202,0.00004876071,0.001738309,0.00009896575,0.0001666962,0.000004900579,0.000003410001,0.000250814],"genre_scores_gemma":[0.9985127,0.0004623558,0.00004939337,0.0008061811,0.0001061916,0.000001663438,0.000002358094,0.000007691557,0.00005140851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741045,"threshold_uncertainty_score":0.9930508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724390034073104,"score_gpt":0.3283618118031902,"score_spread":0.3111179114624592,"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."}}