{"id":"W4252388222","doi":"10.1002/0471463736.tnmp12.pub2","title":"Paranasal Sinus Cancer","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Paranasal sinuses; Medicine; Frontal sinus; Sinus (botany); Malignancy; Maxillary sinus; Cancer; Ethmoid sinus; Radiology; 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":[0.00003354747,0.0002056344,0.0006498997,0.0001209934,0.00001217341,0.000002502051,0.00006422881,0.000462295,0.03992903],"category_scores_gemma":[0.00002453515,0.0001548536,0.0001162883,0.0001130915,0.00007478995,0.000004936773,0.0000205715,0.0003151877,0.000378446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006408429,"about_ca_system_score_gemma":0.0002305819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163518,"about_ca_topic_score_gemma":0.004291167,"domain_scores_codex":[0.999068,0.00002377896,0.0002049418,0.0002599016,0.0001716094,0.0002717681],"domain_scores_gemma":[0.9994665,0.00004215014,0.0000856246,0.0002383442,0.00002368907,0.0001436336],"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":[0.00004635675,0.0003226745,0.0003532012,0.00008351061,0.00005978788,0.0006857731,0.000002863212,2.20459e-7,0.00003277177,0.00002462313,0.9838048,0.01458346],"study_design_scores_gemma":[0.001187685,0.0001466206,0.003080959,0.0003583568,0.0001145261,0.00005316886,0.000001205561,0.00001775769,0.00000733134,0.000009336955,0.9948657,0.0001574138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001017573,0.003535438,0.000007051626,0.002426447,0.0005078153,0.0002755351,0.002325048,0.0002889185,0.9896162],"genre_scores_gemma":[0.0002861737,0.0004347854,0.000633034,0.00195954,0.004308482,0.00002077676,0.002082363,0.000309682,0.9899651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03955058,"threshold_uncertainty_score":0.9609486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542000448505275,"score_gpt":0.3564036765694226,"score_spread":0.3309836720843699,"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."}}