{"id":"W4306743355","doi":"10.3390/ijms232012463","title":"Alterations in Gene Pair Correlations as Potential Diagnostic Markers for Colon Cancer","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Colorectal cancer; Gene; Disease; Cancer; Biology; Gene signature; Bioinformatics; Gene expression; Medicine; Genetics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005790286,0.0004043525,0.0006203259,0.001570439,0.0003497163,0.0005569487,0.0002251435,0.0002986894,0.00129725],"category_scores_gemma":[0.001862191,0.0001489617,0.0005032209,0.002044991,0.0002573127,0.0002525932,0.0004872955,0.000477991,0.0003826923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515583,"about_ca_system_score_gemma":0.0004539017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007811412,"about_ca_topic_score_gemma":0.001966746,"domain_scores_codex":[0.9993873,0.0001439307,0.00003338773,0.0002166751,0.0001332475,0.00008561002],"domain_scores_gemma":[0.9992193,0.0003584416,0.0001979613,0.00005746839,0.00008513567,0.00008165879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002055216,0.0002913753,0.7167984,0.0007451159,0.00107514,0.0006883071,0.0001987748,0.007776977,0.2075251,0.001026186,0.003460687,0.05835885],"study_design_scores_gemma":[0.00008063477,0.0005760623,0.9181353,0.00005471811,0.0008192862,0.001371346,0.0002747895,0.03248961,0.03652383,0.002862186,0.006748773,0.00006341628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768695,0.002937218,0.01061069,0.0002006129,0.0000698498,0.00008090834,0.007086437,0.0002745088,0.001870339],"genre_scores_gemma":[0.9867322,0.0003960844,0.008024599,0.0001060841,0.00003043056,0.0000717886,0.004222932,0.0000308442,0.0003849723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570439,"threshold_uncertainty_score":0.004339695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591694414781423,"score_gpt":0.3247329667264038,"score_spread":0.3088160225785896,"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."}}