{"id":"W2081071740","doi":"10.1007/s00268-003-7111-8","title":"Paranasal Sinus Cancer: Caveats and Controversies","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Context (archaeology); Cancer; Cardiothoracic surgery; Intensive care medicine; Surgery; Vascular surgery; Abdominal surgery; Radiation therapy; General surgery; Cardiac surgery; Medical physics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003069774,0.0008066049,0.001787985,0.002676443,0.0007566167,0.002259113,0.002202821,0.002577094,0.002936375],"category_scores_gemma":[0.006330427,0.0002869479,0.0005674796,0.004550162,0.002157768,0.005012348,0.001155605,0.003130077,0.001421225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009979388,"about_ca_system_score_gemma":0.002006061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073765,"about_ca_topic_score_gemma":0.00617514,"domain_scores_codex":[0.999234,0.0001918542,0.0001662487,0.0001051521,0.000261606,0.00004118115],"domain_scores_gemma":[0.993485,0.004526182,0.0005869031,0.0001502258,0.001054052,0.000197573],"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":[0.00005546189,0.0000457704,0.0007585555,0.01018717,0.00008650868,0.003359891,0.0002982855,0.0004039282,0.0005427427,0.006365248,0.06209036,0.915806],"study_design_scores_gemma":[0.00002416957,0.00006972759,0.001892304,0.009786773,0.0001592081,0.0224023,0.0008307662,0.0002082384,0.0003097853,0.01604111,0.9482312,0.00004451378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002070725,0.9913632,0.0001358231,0.006379124,0.00113955,0.000002601408,0.000009845447,0.000008849937,0.0007539508],"genre_scores_gemma":[0.002268503,0.9897296,0.0005293189,0.003199677,0.003654671,0.000008786308,0.00001525071,0.000003930245,0.0005902768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003069774,"threshold_uncertainty_score":0.0162347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176362627763535,"score_gpt":0.3881902454333138,"score_spread":0.2705539826569603,"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."}}