{"id":"W3171115465","doi":"10.3390/cancers13112835","title":"Sinonasal Squamous Cell Carcinoma, a Narrative Reappraisal of the Current Evidence","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Paranasal sinuses; Nasal cavity; Cancer; Surgery; Radiology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002122783,0.0003047453,0.002070941,0.00005786897,0.00005578542,0.000005240236,0.0002415894,0.0002361536,0.0002689753],"category_scores_gemma":[0.0004966314,0.0001765906,0.0008069543,0.0004825554,0.0002631783,0.0000273028,0.0001146243,0.0008833553,0.00001535313],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009565404,"about_ca_system_score_gemma":0.01307907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115664,"about_ca_topic_score_gemma":0.00002630121,"domain_scores_codex":[0.9979622,0.0003946105,0.000589021,0.0004290901,0.0003283589,0.0002967161],"domain_scores_gemma":[0.9978591,0.0008910092,0.0003817463,0.0005259418,0.0001644592,0.0001777217],"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":[0.00003705325,0.00006116179,0.00007375937,0.02555216,0.00004572618,0.0001284616,0.0007934181,0.000001833912,0.000004967713,0.00007259279,0.01119894,0.9620299],"study_design_scores_gemma":[0.0003348081,0.0002480975,0.00005203796,0.01966561,0.0008006485,0.00006122123,0.00007846318,0.000003596426,0.00001755431,0.000001000543,0.9785791,0.0001578373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006013525,0.992758,0.000001861436,0.0001205061,0.001674533,0.0007486413,0.00003269758,0.0000125612,0.004049807],"genre_scores_gemma":[0.01243717,0.98602,0.00001606528,0.00009426548,0.0004827214,0.0001133793,0.00002157114,0.00003236488,0.0007824631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9673802,"threshold_uncertainty_score":0.9925159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103770611918642,"score_gpt":0.4164776583323855,"score_spread":0.3127070464137435,"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."}}