{"id":"W4319294274","doi":"10.1111/odi.14530","title":"Prognostic effects of previous cancer history on patients with major salivary gland cancer","year":2023,"lang":"en","type":"article","venue":"Oral Diseases","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"West China Hospital, Sichuan University; Sichuan University; Department of Science and Technology of Sichuan Province; China Postdoctoral Science Foundation","keywords":"Salivary gland cancer; Cancer; Salivary gland; Medicine; Oncology; 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":[0.00001307484,0.0001643557,0.0002973175,0.00008518517,0.00002885165,0.000003911399,0.00004299309,0.00002652415,0.0002418813],"category_scores_gemma":[0.00005453293,0.0001024613,0.0000743156,0.0001463644,0.00005221974,0.0000369418,0.00001862765,0.00004412893,0.00003209936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825738,"about_ca_system_score_gemma":0.0001524236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006570165,"about_ca_topic_score_gemma":0.00004848377,"domain_scores_codex":[0.999119,0.00003056885,0.0001254041,0.0002344349,0.0002896767,0.0002008849],"domain_scores_gemma":[0.9993693,0.000137719,0.00007139064,0.0001863869,0.00006276018,0.0001724149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006870746,0.001389534,0.9699735,0.0006216086,0.0002466275,0.0002152304,0.00005758503,0.000008550574,0.000003719773,0.000016558,0.02387808,0.002901952],"study_design_scores_gemma":[0.003972562,0.00122874,0.9911014,0.001274062,0.0009762149,5.922208e-7,0.000003264605,0.000008254558,0.0001710115,0.00001242799,0.001134558,0.0001169149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991249,0.00695002,1.515856e-7,0.0001804452,0.0002498335,0.000871383,0.0001898287,0.00009217,0.0002171434],"genre_scores_gemma":[0.997313,0.0006729679,0.000007773538,0.0003578755,0.00007163682,0.0007371285,0.0002342875,0.00003105655,0.0005743346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02274352,"threshold_uncertainty_score":0.417825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307163157924363,"score_gpt":0.264571226271049,"score_spread":0.2514995946918054,"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."}}