{"id":"W1976501240","doi":"10.1038/nbt.1516","title":"Characterization of human embryonic stem cells with features of neoplastic progression","year":2009,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; McMaster University","funders":"McMaster University","keywords":"Embryonic stem cell; Biology; Comparative genomic hybridization; Stem cell; Cell biology; Cancer research; Cancer stem cell; Genetics; Chromosome; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009233099,0.0001465526,0.0002167845,0.000173009,0.00004077263,0.000004984187,0.0003159145,0.001144501,0.000004217474],"category_scores_gemma":[0.00001375404,0.0001126022,0.00004857434,0.0002573706,0.0001715822,0.000003614453,0.00008168216,0.0004150645,0.000001347511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179549,"about_ca_system_score_gemma":0.00005646691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001116633,"about_ca_topic_score_gemma":0.000006159749,"domain_scores_codex":[0.9990199,0.00004030947,0.0001781334,0.0003274768,0.0002058879,0.0002282445],"domain_scores_gemma":[0.9992038,0.000006381679,0.0002018516,0.0004237983,0.0001290979,0.00003505],"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":[0.0001687438,0.000104142,0.0001492005,0.00005392345,0.00002634299,0.000004857077,0.000007538931,0.000003130541,0.9915919,0.0005216907,0.0001020509,0.007266473],"study_design_scores_gemma":[0.0004236767,0.001930557,0.005247406,0.00006362578,0.00001300189,0.00002128711,0.0000117811,0.000006201896,0.9908004,0.00002019283,0.001352194,0.0001096148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979671,0.0007396016,0.0002124168,0.0005085624,0.00005877737,0.0002880716,0.00002018587,0.00002754523,0.0001776992],"genre_scores_gemma":[0.9990162,0.0001498639,0.000262546,0.00003788495,0.00003817766,0.000005100895,0.00009459758,0.00001404462,0.0003816199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007156859,"threshold_uncertainty_score":0.8827438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004434019698835798,"score_gpt":0.254317639156499,"score_spread":0.2498836194576632,"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."}}