{"id":"W2888360525","doi":"10.1016/j.biologicals.2018.08.004","title":"Report of the international conference on manufacturing and testing of pluripotent stem cells","year":2018,"lang":"en","type":"article","venue":"Biologicals","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stemcell Technologies; Health Canada","funders":"National Institutes of Health; Comissão Interministerial para os Recursos do Mar; Novo Nordisk Fonden; World Health Organization","keywords":"Induced pluripotent stem cell; Biology; Genetics; Embryonic stem cell","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":[0.0002711169,0.00006972434,0.00009948081,0.00001661623,0.00003300437,0.000006348494,0.0002509351,0.00007827741,0.00002517329],"category_scores_gemma":[0.00009831528,0.00004009542,0.00003765979,0.00002717022,0.0002452502,0.000001054892,0.0003124183,0.00004815569,0.00000244216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005470991,"about_ca_system_score_gemma":0.00002461911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000090258,"about_ca_topic_score_gemma":0.000001798611,"domain_scores_codex":[0.999289,0.0000498929,0.0002030793,0.0002153379,0.0001337687,0.0001089227],"domain_scores_gemma":[0.9994351,0.00003011698,0.0001524791,0.0002304548,0.000123738,0.00002811559],"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":[0.00003206727,0.00002560454,0.004029562,0.00000926587,0.00001761421,0.000003081306,0.000005130635,0.000004216156,0.9933085,0.00005517747,0.0001087931,0.002400956],"study_design_scores_gemma":[0.0001058309,0.0002793572,0.01245353,0.00002831902,0.000002520751,0.00002195804,0.00001791452,0.0000508646,0.984621,0.00006544907,0.002306364,0.00004681782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948092,0.00004256055,0.00004746787,0.00014551,0.0001117377,0.0001178784,0.00001587775,0.000003235503,0.004706545],"genre_scores_gemma":[0.9988149,0.00005028852,0.0003291919,0.00004579224,0.00007138464,0.000003595752,0.000003931552,0.00000331489,0.0006775674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008687454,"threshold_uncertainty_score":0.1635044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820956123313249,"score_gpt":0.2982713282489524,"score_spread":0.2300617670158199,"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."}}