{"id":"W3126091857","doi":"10.20944/preprints201908.0038.v1","title":"STAT3 and STAT5 Activation in Solid Cancers","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement","funders":"","keywords":"STAT3; Biology; Cancer research; STAT5; Ubiquitin ligase; STAT protein; SOCS6; Suppressor of cytokine signaling 1; Signal transduction; Epigenetics; Tumor suppressor gene; Transcription factor; Cancer; Cell biology; Carcinogenesis; Suppressor; Ubiquitin; Genetics; Gene","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":[0.0001922535,0.0002433129,0.0001826888,0.0003834961,0.000133621,0.0004622868,0.0001180794,0.0003870193,0.004789548],"category_scores_gemma":[0.0001791536,0.00008301532,0.0003330215,0.00043251,0.0001995354,0.0002160434,0.0002527196,0.0006771874,0.001675604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534459,"about_ca_system_score_gemma":0.0004303113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004028712,"about_ca_topic_score_gemma":0.0006285393,"domain_scores_codex":[0.99988,0.00002257801,0.00001213099,0.00001793804,0.0000421991,0.00002519805],"domain_scores_gemma":[0.9999392,0.00001401604,0.00001736735,0.000004278224,0.00001109016,0.00001397112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003435298,0.0001630823,0.01674235,0.008655706,0.000437123,0.003454993,0.0005196378,0.003569735,0.2216515,0.05151615,0.09888555,0.5909689],"study_design_scores_gemma":[0.0001450826,0.0003950003,0.04338397,0.0009859933,0.0002394048,0.009057661,0.0002119913,0.001400395,0.05991562,0.02667352,0.8575459,0.00004552306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1305121,0.773552,0.008756272,0.00911197,0.002447084,0.00007881929,0.004848052,0.0007207735,0.06997289],"genre_scores_gemma":[0.6503624,0.2953837,0.003696213,0.002744042,0.001990985,0.00007185411,0.009056345,0.0001113866,0.0365831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004789548,"threshold_uncertainty_score":0.01602268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403697252755419,"score_gpt":0.3977820562857622,"score_spread":0.2574123310102203,"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."}}