{"id":"W2769216372","doi":"10.7150/ijms.21952","title":"Reprogramming Factors Remodel Melanoma Cell Phenotype by Changing Stat3 Expression","year":2017,"lang":"en","type":"article","venue":"International Journal of Medical Sciences","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; University of Manitoba","keywords":"SOX2; Melanoma; KLF4; Biology; Stem cell; Mesenchymal stem cell; Cancer research; Cancer stem cell; Stem cell marker; Progenitor cell; Reprogramming; STAT3; CD44; Phenotype; Cell; Immunology; Cell biology; Transcription factor; Signal transduction; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007714,0.0002195513,0.0001275857,0.0001883382,0.00009354194,0.000227531,0.0000846874,0.0001472143,0.001364685],"category_scores_gemma":[0.00007036946,0.00009429909,0.000229424,0.0001185275,0.0001264275,0.0001607997,0.0001414111,0.0004178229,0.0003410262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737428,"about_ca_system_score_gemma":0.0001766941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423243,"about_ca_topic_score_gemma":0.0005709338,"domain_scores_codex":[0.9999126,0.00001228384,0.000009578807,0.00001790083,0.00002771508,0.00001991897],"domain_scores_gemma":[0.9999539,0.000008800872,0.00001487944,0.000006623711,0.000005851082,0.000009924648],"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":[0.00002797373,0.000009069328,0.0002559156,0.00002041387,0.000002068432,0.00003009549,0.00001200626,0.00005185485,0.9979418,0.0001279337,0.00002427522,0.001496668],"study_design_scores_gemma":[0.000006618057,0.0001210425,0.002698895,0.000006656733,0.00001367713,0.0001313741,0.00003277684,0.0007950796,0.9913044,0.00009212589,0.004793755,0.00000355614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854231,0.001695375,0.008256777,0.000138853,0.00006172126,0.00004386387,0.000584103,0.0001576868,0.00363861],"genre_scores_gemma":[0.9928691,0.0009071883,0.002852571,0.00006125983,0.000008767692,0.00002742491,0.0004803735,0.00003707745,0.002756218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364685,"threshold_uncertainty_score":0.004565299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05823374845212283,"score_gpt":0.3804106488627449,"score_spread":0.3221769004106221,"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."}}