{"id":"W2069474806","doi":"10.2310/7070.2003.40286","title":"Perioperative Management of the Sinus Patient: A Canadian Perspective","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Otorhinolaryngology; Perioperative; Demographics; Endoscopic sinus surgery; Functional endoscopic sinus surgery; General surgery; Surgery; Sinusitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227831,0.000359139,0.0002293241,0.001278203,0.005070348,0.002319067,0.0008960936,0.001162845,0.00473341],"category_scores_gemma":[0.003586227,0.0002116596,0.0002560103,0.002852351,0.002002914,0.0009432902,0.000982226,0.001690806,0.0002774505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02808382,"about_ca_system_score_gemma":0.08949127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762951,"about_ca_topic_score_gemma":0.9871885,"domain_scores_codex":[0.998206,0.0001788056,0.0001035369,0.0001206452,0.0008422463,0.0005488067],"domain_scores_gemma":[0.9948119,0.0003273074,0.0004989766,0.0000356719,0.002271632,0.0020545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003722174,0.0003722087,0.4666875,0.003094678,0.0001301206,0.007773133,0.02549811,0.001086064,0.003628992,0.008698163,0.1505496,0.3321092],"study_design_scores_gemma":[0.00007522056,0.0004642631,0.6774408,0.00370269,0.0001929615,0.009009285,0.07786022,0.0009324858,0.0005125487,0.0008515323,0.2287108,0.0002471645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4041388,0.144802,0.0009110053,0.362856,0.002097758,0.0001124094,0.001798358,0.00006623044,0.08321726],"genre_scores_gemma":[0.8674817,0.1086698,0.001680007,0.01721926,0.0007076219,0.00001769266,0.0004007298,0.00001526321,0.003807828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808382,"threshold_uncertainty_score":0.2037633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036068310547962,"score_gpt":0.2503758396970777,"score_spread":0.2400151565915981,"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."}}