{"id":"W1971125958","doi":"10.1016/s0030-6665(05)70306-6","title":"The frontal sinus unobliteration procedure","year":2001,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Frontal sinus; Sinus (botany); Sinusitis; Chronic sinusitis; Surgery; Frontal bone; Radiology; Skull","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":[0.0002198898,0.0004043622,0.001840574,0.0001510791,0.0002482494,0.00003744805,0.0003326462,0.0003195908,0.0001429959],"category_scores_gemma":[0.0008136383,0.0002413168,0.0009001765,0.0008139623,0.0003681309,0.00006564322,0.00009765975,0.0007862452,0.0001400179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007681774,"about_ca_system_score_gemma":0.0006378848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000217255,"about_ca_topic_score_gemma":0.00005944527,"domain_scores_codex":[0.997454,0.0001731444,0.00123684,0.0004665425,0.000324915,0.0003445983],"domain_scores_gemma":[0.9969662,0.0008351367,0.001103242,0.0007131962,0.0002303114,0.0001518973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003658981,0.0001970223,0.003020126,0.001732896,0.0002171833,0.0001848392,0.0000150148,3.355009e-7,3.426743e-8,0.00002934153,0.004824671,0.9897419],"study_design_scores_gemma":[0.000269899,0.0007574261,0.007796256,0.002154424,0.001078975,0.0006230148,0.00001225441,0.00001463137,2.176442e-8,0.00001654838,0.9870495,0.0002270041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0015336,0.9937351,0.0000312845,0.00007720332,0.0003101399,0.001444974,0.0002513304,0.00007175699,0.00254459],"genre_scores_gemma":[0.0003636277,0.9950471,0.0003102164,0.0003963117,0.0003523008,0.0001694894,0.001942045,0.00004671258,0.001372208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895149,"threshold_uncertainty_score":0.9840613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432654661412341,"score_gpt":0.3531552292290881,"score_spread":0.3088286826149647,"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."}}