{"id":"W2120115463","doi":"10.1002/0471463736.tnmp12","title":"Paranasal Sinus Cancer","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Paranasal sinuses; Medicine; Frontal sinus; Sinus (botany); Malignancy; Cancer; Maxillary sinus; Ethmoid sinus; Radiology; Disease; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004371167,0.0002079774,0.0006654895,0.0001116424,0.00001246264,0.000002282974,0.0000589514,0.0004684807,0.1523751],"category_scores_gemma":[0.00005228425,0.0001565094,0.0001121588,0.0001232709,0.00007175177,0.000004916154,0.00001440845,0.0003408151,0.0006938156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006280679,"about_ca_system_score_gemma":0.0002942452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279297,"about_ca_topic_score_gemma":0.0007418049,"domain_scores_codex":[0.9990626,0.00003680126,0.0001928995,0.0002659406,0.0001634274,0.000278339],"domain_scores_gemma":[0.9993972,0.00004094234,0.00008034035,0.0002572342,0.00002476921,0.0001995709],"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":[0.00004370125,0.0002958631,0.000212324,0.00008335801,0.00008793515,0.00060219,0.000005501426,7.949899e-8,0.00003037254,0.0000481545,0.9865558,0.01203473],"study_design_scores_gemma":[0.001223753,0.0001690354,0.0006592502,0.0003338253,0.0001157507,0.000086183,0.000002616981,0.000007095716,0.00000979988,0.000009317753,0.9972234,0.0001600194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006216878,0.004413549,0.000006307938,0.002204889,0.0006956939,0.0002902212,0.001383212,0.0002023518,0.9901821],"genre_scores_gemma":[0.0001059268,0.001246257,0.0008147685,0.004165772,0.001937901,0.00002174587,0.0007444955,0.000311042,0.9906521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1516813,"threshold_uncertainty_score":0.8917827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327536574291459,"score_gpt":0.3670842056710587,"score_spread":0.3343305482419128,"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."}}