{"id":"W4413722867","doi":"10.7759/cureus.91065","title":"Oral Metastasis as a Harbinger of Terminal Lung Adenocarcinoma: A Case Study of Rare and Rapid Decline","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Adenocarcinoma; Metastasis; Terminal (telecommunication); Lung; Internal medicine; Oncology; Cancer","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":[0.0004281137,0.001140693,0.0009911748,0.002567542,0.003088714,0.002058012,0.0009702871,0.003290076,0.002194141],"category_scores_gemma":[0.002534091,0.000947481,0.0009638499,0.001489375,0.001324696,0.00223386,0.00187127,0.002597108,0.0008712192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118674,"about_ca_system_score_gemma":0.0007609857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804973,"about_ca_topic_score_gemma":0.004540791,"domain_scores_codex":[0.9994705,0.00006922495,0.00006200374,0.0001227929,0.0000997464,0.0001757752],"domain_scores_gemma":[0.9987765,0.0003125026,0.0002549249,0.0001058588,0.00009533717,0.0004548683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002419978,0.00004065414,0.01623972,0.00002842862,0.000007968249,0.9812577,0.0003202105,0.00004008042,0.0004744094,0.0001634189,0.0002490866,0.001154114],"study_design_scores_gemma":[0.000002862678,0.00002870419,0.005067318,0.00001257365,0.00001022828,0.9937541,0.0003140765,0.0001028335,0.0001378857,0.00009648737,0.0004638327,0.000009149412],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863521,0.003843979,0.001657657,0.001142161,0.0001310007,0.0001267951,0.0001730692,0.0000601525,0.006513065],"genre_scores_gemma":[0.9958852,0.001569941,0.0009487018,0.0003193068,0.0002856742,0.00002070874,0.00009544216,0.00002173818,0.0008533993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003290076,"threshold_uncertainty_score":0.008116603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960256787111412,"score_gpt":0.3491865770439897,"score_spread":0.3195840091728755,"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."}}