{"id":"W2783821295","doi":"10.2147/ott.s153682","title":"Prognostic role of HSF1 overexpression in solid tumors: a pooled analysis of 3,159 patients","year":2018,"lang":"en","type":"article","venue":"OncoTargets and Therapy","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"Second Military Medical University; Natural Science Foundation of Fujian Province","keywords":"Pooled analysis; Medicine; Oncology; Internal medicine; Cancer research; Meta-analysis","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":[0.008397041,0.001906863,0.008492162,0.003800862,0.0004211419,0.001383967,0.0008293616,0.001279824,0.00187033],"category_scores_gemma":[0.01203084,0.0007560981,0.02494984,0.005101098,0.0003451721,0.0008360529,0.0008874667,0.0007599207,0.0002058955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956139,"about_ca_system_score_gemma":0.0009560565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013494,"about_ca_topic_score_gemma":0.004006948,"domain_scores_codex":[0.9953468,0.001658259,0.001527857,0.0007432317,0.0004960911,0.000227616],"domain_scores_gemma":[0.9926522,0.004407514,0.001758273,0.00045491,0.0006109364,0.000116088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01217647,0.0000553886,0.06879911,0.06749436,0.8342981,0.0003141062,0.00008620679,0.0009811349,0.0009517452,0.00008067945,0.0007795644,0.01398313],"study_design_scores_gemma":[0.001084755,0.0006166571,0.04328487,0.002953696,0.9496013,0.0002372856,0.00005135745,0.0003406599,0.0003116605,0.0001914179,0.001295932,0.00003031977],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1226318,0.8680732,0.001968561,0.0002392716,0.0002133146,0.0003590963,0.00583999,0.00005058772,0.0006241305],"genre_scores_gemma":[0.8612862,0.1288411,0.0024676,0.0004767516,0.0002871994,0.0009010908,0.0052148,0.00003747092,0.0004877645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008492162,"threshold_uncertainty_score":0.04440832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008153278812322048,"score_gpt":0.2903859823246057,"score_spread":0.2822327035122837,"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."}}