{"id":"W1965889343","doi":"10.1155/2014/253804","title":"Gene Expression Correlation for Cancer Diagnosis: A Pilot Study","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Cancer Mechanisms and Therapy","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Cancer Society; Cancer Research Society","keywords":"Breast cancer; PTEN; Cancer; Carcinogenesis; Metastasis; Disease; Ovarian cancer; Gene; Correlation; Biology; Cancer metastasis; Thyroid cancer; Oncology; Medicine; Bioinformatics; Cancer research; Internal medicine; Genetics; Signal transduction; PI3K/AKT/mTOR pathway","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003944993,0.0004434993,0.00051286,0.0005566722,0.0004655122,0.0004002173,0.0003018098,0.0004134402,0.003038442],"category_scores_gemma":[0.00569285,0.0002043823,0.0007007716,0.0007425121,0.0005357747,0.0003253986,0.0004116944,0.0005939445,0.0006109829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034986,"about_ca_system_score_gemma":0.0009327928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502958,"about_ca_topic_score_gemma":0.001601863,"domain_scores_codex":[0.9986175,0.0008141967,0.00005772954,0.0002411169,0.0001578016,0.0001115824],"domain_scores_gemma":[0.9956762,0.00268381,0.0001944318,0.000492114,0.000600462,0.0003529257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03699866,0.03019939,0.6834894,0.0003732628,0.0004849478,0.003057166,0.001153805,0.002399343,0.1013538,0.0006558134,0.00287014,0.1369643],"study_design_scores_gemma":[0.004177355,0.1158269,0.8108509,0.00002830315,0.001025292,0.003932425,0.001328285,0.01278105,0.03990238,0.0008178243,0.009222675,0.000106578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944477,0.0002486813,0.003232799,0.0001482447,0.00003407464,0.0007220646,0.0004403245,0.00004840878,0.0006777308],"genre_scores_gemma":[0.990382,0.0002562676,0.006560605,0.0001360743,0.00004667421,0.0008471136,0.0008504855,0.00001924671,0.0009016076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003944993,"threshold_uncertainty_score":0.02086335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614809482677064,"score_gpt":0.4633209520901196,"score_spread":0.3018400038224133,"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."}}