{"id":"W4409360955","doi":"10.3390/curroncol32040224","title":"Folliculin (FLCN) in Thyroid Tumors: Incidence, Significance, and Role as a Driver Gene and Secondary Alteration","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; University of Kentucky","keywords":"Folliculin; Medicine; Thyroid; Gene; Incidence (geometry); Cancer research; Thyroid cancer; Bioinformatics; Pathology; Oncology; Internal medicine; Genetics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005186163,0.0001818677,0.0002163047,0.001590918,0.0002836464,0.0005418484,0.000230994,0.0004592569,0.0006340496],"category_scores_gemma":[0.0009949072,0.0001280967,0.0001892753,0.0007816599,0.0003502908,0.0003024453,0.0003636145,0.0001708154,0.0001253672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565021,"about_ca_system_score_gemma":0.0002541629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245094,"about_ca_topic_score_gemma":0.003211718,"domain_scores_codex":[0.9996079,0.00004107126,0.00004164291,0.0001103374,0.0001303005,0.0000688904],"domain_scores_gemma":[0.9995694,0.0001282985,0.0001470974,0.00004463764,0.0000565654,0.00005407772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002086612,0.00001515625,0.889469,0.000116026,0.0001108132,0.002837027,0.0001729526,0.0003391373,0.07053009,0.0002412391,0.0002893561,0.03567061],"study_design_scores_gemma":[0.0000118958,0.00008723464,0.9355415,0.00005939759,0.0001687526,0.03799343,0.000316949,0.001768826,0.01859809,0.0005080765,0.004929679,0.00001624884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935793,0.004684917,0.0004859232,0.00006170814,0.000005039977,0.000006187878,0.0002262272,0.00002881572,0.0009218038],"genre_scores_gemma":[0.998881,0.0006187473,0.000240743,0.0000205246,0.000007171949,0.00000263215,0.0001476287,0.00000516127,0.0000763296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245094,"threshold_uncertainty_score":0.00446403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294023231033519,"score_gpt":0.3134073160484709,"score_spread":0.3004670837381357,"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."}}