{"id":"W2039398068","doi":"10.2500/ajr.2007.21.3108","title":"Long-Term Outcome Analysis of Endoscopic Sinus Surgery for Chronic Sinusitis","year":2007,"lang":"en","type":"article","venue":"American Journal of Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hyposmia; Medicine; Anosmia; Sinusitis; Surgery; Otorhinolaryngology; Chronic sinusitis; Nasal discharge; Prospective cohort study; Visual analogue scale; Anesthesia; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005111984,0.0001334059,0.001272616,0.001409182,0.00004570615,0.000005247915,0.0001130223,0.00006832602,0.0002563138],"category_scores_gemma":[0.0002670986,0.0001143747,0.0007117449,0.0009826738,0.0004039968,0.00006144996,0.00001822656,0.0002102114,0.000003175324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759795,"about_ca_system_score_gemma":0.0002686704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007458902,"about_ca_topic_score_gemma":0.0001603692,"domain_scores_codex":[0.9982885,0.00005491312,0.0009660901,0.0001438076,0.0002028979,0.0003438265],"domain_scores_gemma":[0.9972134,0.001003103,0.001017566,0.0002207579,0.0003805928,0.0001645857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002665544,0.0001320829,0.9581434,0.00003168379,0.001970597,0.0006285267,0.0000757589,0.000007267378,0.003391447,0.000132706,0.0001650051,0.03505493],"study_design_scores_gemma":[0.000837761,0.001970762,0.9918692,0.0000547898,0.002524291,0.00111907,0.00009192086,0.00001194261,0.00129793,0.00001295791,0.0001246534,0.0000847897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894416,0.0007841351,0.008811529,0.000374373,0.0003244382,0.0001072995,0.00003049067,0.00001077177,0.0001153061],"genre_scores_gemma":[0.9981028,0.00007222768,0.001029911,0.0004175941,0.000253923,0.00000182942,0.00003012792,0.00001471056,0.00007684395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03497014,"threshold_uncertainty_score":0.4664063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880404827885985,"score_gpt":0.3410806487168191,"score_spread":0.3122766004379593,"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."}}