{"id":"W2080591413","doi":"10.2500/ajra.2009.23.3249","title":"A Comparison of two Sphenoidotomy Approaches using a Novel Computerized Tomography grading System","year":2009,"lang":"en","type":"article","venue":"American Journal of Rhinology and Allergy","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Ostium; Sinus (botany); Grading (engineering); Sphenoidal sinus; Endoscopic sinus surgery; Skull; Radiology; Surgery; Paranasal sinuses","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":[0.0001245864,0.0001147022,0.0007365487,0.0002897327,0.00007272197,0.000007911942,0.00007719933,0.00003797562,0.00000717105],"category_scores_gemma":[0.00001032099,0.00009388354,0.0001399772,0.0002650126,0.0003005162,0.00006131567,0.00001544481,0.000209032,1.971999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362667,"about_ca_system_score_gemma":0.00005371657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003855004,"about_ca_topic_score_gemma":0.000001820838,"domain_scores_codex":[0.9990751,0.00006063795,0.0004656329,0.0001131207,0.0001223218,0.0001632596],"domain_scores_gemma":[0.9990294,0.00006419847,0.0005987001,0.00009524582,0.00009852904,0.0001139318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003820831,0.003367431,0.3801847,0.0002518711,0.004472171,0.0005624386,0.006243613,0.0009659587,0.3659233,0.07547497,0.0003637146,0.158369],"study_design_scores_gemma":[0.02044004,0.01915282,0.8701355,0.002134604,0.001155481,0.02729957,0.02151154,0.03075088,0.004898774,0.0005110316,0.001178399,0.000831326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798661,0.0006942557,0.01878696,0.0002239195,0.00009022943,0.00006600838,0.000002774456,0.00001305386,0.000256654],"genre_scores_gemma":[0.9651286,0.0000163447,0.03457228,0.0001637408,0.0001078832,4.392797e-7,0.000002231723,0.000005883024,0.000002615195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4899508,"threshold_uncertainty_score":0.382846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06621845995227026,"score_gpt":0.3299705207861884,"score_spread":0.2637520608339181,"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."}}