{"id":"W2986411720","doi":"10.4193/rhin19.213","title":"Correlation between extent of sinus surgery, radiographic disease, and postoperative outcomes","year":2019,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Concordance; Endoscopic sinus surgery; Chronic rhinosinusitis; Radiography; Surgery; Sinusitis; Sinus (botany); Subgroup analysis; Multivariate analysis; Disease; Internal medicine; Confidence interval","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":[0.0001542262,0.00008189812,0.0003311303,0.0003065125,0.00007536823,0.000009291169,0.00002437426,0.00006993423,0.0002664486],"category_scores_gemma":[0.00009401971,0.00006190562,0.0001299881,0.0001091712,0.00009778099,0.00009072117,0.00001425424,0.0002416683,0.00001528937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002034868,"about_ca_system_score_gemma":0.00009145629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008019842,"about_ca_topic_score_gemma":0.000001345047,"domain_scores_codex":[0.9993063,0.00007072544,0.0002613132,0.0001037277,0.0001262663,0.00013172],"domain_scores_gemma":[0.9992578,0.0002464589,0.0001345395,0.0001012679,0.0001168777,0.000143065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006151047,0.00003567632,0.9972224,0.000008705509,0.0001604703,0.00009484587,0.00006658328,0.000002890554,0.0002899703,0.0004606699,0.0005493842,0.001046958],"study_design_scores_gemma":[0.0007908561,0.0001841975,0.9973069,0.0000673813,0.0001783641,0.0009106998,0.00004658554,0.000032282,0.00003502835,0.0002641104,0.000124442,0.00005911191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964699,0.001137107,0.0001568287,0.00158586,0.0002752459,0.0001339392,0.00001954819,0.00001081972,0.0002108175],"genre_scores_gemma":[0.9992008,0.0001443453,0.00007236591,0.0002270072,0.00006346151,0.000001226536,0.00002807088,0.000006696361,0.0002559769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731016,"threshold_uncertainty_score":0.2917425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909243845312373,"score_gpt":0.273114534022148,"score_spread":0.2540220955690243,"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."}}