{"id":"W4409376128","doi":"10.1002/ohn.1263","title":"Endoscopic Pituitary Surgery in High‐Resource Settings Versus a Public Hospital in Ghana","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Cohort study; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006199128,0.0002528963,0.0002821723,0.0006253479,0.0006057526,0.0008001431,0.0004006768,0.0002939729,0.002827832],"category_scores_gemma":[0.002646381,0.0002277817,0.00027481,0.001424491,0.000727928,0.0007695613,0.000878954,0.0005236893,0.0002139426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455987,"about_ca_system_score_gemma":0.001587986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01858645,"about_ca_topic_score_gemma":0.03126204,"domain_scores_codex":[0.9991645,0.0002838707,0.00007683247,0.000117786,0.0000964219,0.0002606452],"domain_scores_gemma":[0.9966074,0.000408433,0.002239943,0.00009401913,0.0001292135,0.0005209036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243126,0.00007742678,0.9969634,0.0000347024,0.00003431758,0.0005681172,0.0003849702,0.00004237247,0.0001348415,0.00005257903,0.0001161335,0.001466818],"study_design_scores_gemma":[0.00004375205,0.0003324938,0.9924119,0.00007774145,0.00002514914,0.001263963,0.005221243,0.0001227027,0.00005901625,0.00004502669,0.0003913604,0.000005662348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994867,0.0001136247,0.00001850434,0.0000792117,0.000004803102,0.000008910542,0.00009641107,6.69061e-7,0.0001911787],"genre_scores_gemma":[0.9996027,0.0001700798,0.00003328091,0.00003994989,0.000009874599,0.00001230791,0.00008732351,8.435425e-7,0.00004363173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858645,"threshold_uncertainty_score":0.03695655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112992550217392,"score_gpt":0.2499273212199826,"score_spread":0.2387973957178086,"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."}}