{"id":"W4401920283","doi":"10.1002/lary.31731","title":"Maxillary Antrostomy Versus Complete Sinus Surgery for Odontogenic Sinusitis With Frontal Sinus Extension","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Odontogenic; Maxillary sinus; Sinusitis; Frontal sinus; Sinus (botany); Dentistry; Orthodontics; Surgery; Biology; Pathology","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":[0.0003307875,0.0002964272,0.0005106051,0.0001646225,0.0003671003,0.0001191434,0.0001249183,0.0001135155,0.0003955514],"category_scores_gemma":[0.0000789601,0.0001910555,0.0003033399,0.0004093504,0.0002082212,0.0001817473,0.00006495723,0.000274124,0.0002319902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445348,"about_ca_system_score_gemma":0.0002921834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214037,"about_ca_topic_score_gemma":0.0001383631,"domain_scores_codex":[0.9982735,0.00006962458,0.0003114232,0.000474754,0.0003662808,0.0005044146],"domain_scores_gemma":[0.9982715,0.0008481697,0.00006221871,0.00049979,0.0001469648,0.0001713508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.030922,0.001083051,0.00607542,0.001873347,0.004305522,0.04449539,0.002076448,0.00003808531,0.1725257,0.007670715,0.6815209,0.04741341],"study_design_scores_gemma":[0.0221549,0.009267902,0.3202561,0.00590694,0.006501441,0.04955451,0.001180867,0.009118461,0.01102982,0.0008028538,0.5610897,0.003136477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807734,0.007862641,0.0009077663,0.003526171,0.001539878,0.001193788,0.0005377664,0.000383864,0.003274712],"genre_scores_gemma":[0.9948029,0.00008352789,0.0007055904,0.00135797,0.0009208198,0.00009171014,0.0006016921,0.0001008958,0.001334924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3141807,"threshold_uncertainty_score":0.7791019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594467450934587,"score_gpt":0.2891674046990189,"score_spread":0.2432227301896731,"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."}}