{"id":"W3120966981","doi":"10.3390/jcm10020220","title":"PI3KCA Mutations in Uterine Cervix Carcinoma","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"PI3K/AKT/mTOR signaling in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Essar Steel Algoma (Canada); Sault Area Hospital","funders":"","keywords":"Medicine; Cancer research; Cervical cancer; P110α; Targeted therapy; Mutation; Cervix; Malignancy; Cancer; Gene; PI3K/AKT/mTOR pathway; Oncology; Internal medicine; Signal transduction; Biology; Genetics","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":[0.0001849605,0.0001725903,0.0002293085,0.001185294,0.0005112779,0.0005586426,0.0003295169,0.0004607323,0.00264445],"category_scores_gemma":[0.00128885,0.0001617158,0.0002568957,0.002141811,0.0002797478,0.0001678608,0.0003611456,0.0002202993,0.0004030445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196136,"about_ca_system_score_gemma":0.0007460386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560564,"about_ca_topic_score_gemma":0.0137817,"domain_scores_codex":[0.9998111,0.00001255386,0.00002243455,0.00005588553,0.0000590055,0.00003908175],"domain_scores_gemma":[0.9997892,0.00004700409,0.0000706834,0.00002487352,0.00003973876,0.00002856878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007848795,0.00003441811,0.9368457,0.0003683201,0.0001889488,0.01026541,0.0002141244,0.0008354521,0.01244237,0.0003312635,0.002478254,0.03521087],"study_design_scores_gemma":[0.00002331325,0.00006113185,0.9602857,0.0001429175,0.0003055229,0.02460892,0.0003080419,0.00150365,0.005077481,0.0006290104,0.007034227,0.0000200476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984583,0.005839714,0.0002214834,0.0002579414,0.00002096876,0.00003679124,0.004509856,0.00005233969,0.004477797],"genre_scores_gemma":[0.9974935,0.001017154,0.0002081825,0.00003424269,0.000004430951,0.00001776708,0.0009668788,0.000005195337,0.0002526289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560564,"threshold_uncertainty_score":0.03102958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635856309422863,"score_gpt":0.4416197225302791,"score_spread":0.3780340915879928,"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."}}