{"id":"W2116298046","doi":"10.1038/msb4100200","title":"A map of human cancer signaling","year":2007,"lang":"en","type":"article","venue":"Molecular Systems Biology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":269,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada; Biotechnology Research Institute","funders":"National Cancer Institute","keywords":"Library science; China; Zhàng; Research council; Editorial board; Political science; Law; Computer science; Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893822,0.0001448879,0.000227072,0.00006083984,0.00004975847,0.000008739521,0.0002029514,0.0002777246,0.0000177971],"category_scores_gemma":[0.000007282126,0.00013281,0.0001015944,0.00004934628,0.00009541423,0.000001254224,0.00009056061,0.00008112214,0.000009004548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353243,"about_ca_system_score_gemma":0.00003463797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680816,"about_ca_topic_score_gemma":0.00003930521,"domain_scores_codex":[0.9989117,0.0000499907,0.0004397335,0.0002168776,0.00006553506,0.0003161607],"domain_scores_gemma":[0.9993148,0.000007660971,0.0002055794,0.000308941,0.00009124893,0.00007176148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002171313,0.0000169783,0.001329066,0.00005762432,0.00009507652,0.000003927029,0.00003761692,0.0001960342,0.991436,0.005045136,0.0004298128,0.001331012],"study_design_scores_gemma":[0.001027385,0.0007166589,0.0003343577,0.00007972297,0.00005321382,0.00003428281,0.0002527539,0.00035402,0.9382262,0.0008907156,0.05749125,0.0005394538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681962,0.006804599,0.1219397,0.00004096698,0.0005912432,0.0002603251,0.00002536409,0.00001246599,0.002129064],"genre_scores_gemma":[0.9988654,0.00001436085,0.0003207531,0.0001404704,0.0002516046,0.00001524163,0.0001030565,0.00001896934,0.0002701357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306691,"threshold_uncertainty_score":0.5415837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009292567902469975,"score_gpt":0.2703930611938711,"score_spread":0.2611004932914012,"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."}}