{"id":"W2072241239","doi":"10.1016/j.stem.2011.09.009","title":"Stem Cells: Doing Some Heavy Lifting at ISSCR 2011","year":2011,"lang":"en","type":"article","venue":"Cell stem cell","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ottawa Hospital Research Institute","keywords":"Biology; Stem cell; Cell biology; Computational biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002206763,0.0003320847,0.0004752985,0.0001024698,0.0002199899,0.0000192963,0.000134165,0.0001654808,0.001527114],"category_scores_gemma":[5.482006e-7,0.0002869226,0.0002400746,0.0001214019,0.00004706461,0.0001474106,0.0001572098,0.0002175478,0.005655768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845761,"about_ca_system_score_gemma":0.00006258247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440149,"about_ca_topic_score_gemma":0.000007490649,"domain_scores_codex":[0.9980646,0.00007248699,0.0004452272,0.0005344817,0.0002735622,0.0006096576],"domain_scores_gemma":[0.9986761,0.0001100339,0.0001978141,0.0005594035,0.00005494822,0.0004016586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004185989,0.008736706,0.4198981,0.005036656,0.0007303952,0.008289934,0.01899988,0.00003508204,0.304703,0.0002395702,0.04381035,0.1853343],"study_design_scores_gemma":[0.001745901,0.0003834493,0.00205259,0.0001348685,0.0002303854,0.00004141714,0.000412935,0.00006029753,0.9473687,0.00001618895,0.04717692,0.000376283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682483,0.00345786,0.00002244249,0.00002694625,0.0007471267,0.000413386,0.00001014362,0.0001655431,0.1269082],"genre_scores_gemma":[0.9207044,0.0002201673,0.0002998582,0.0002466195,0.0001797662,0.0000213536,0.00001352561,0.00006591983,0.07824837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426657,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037791142848281,"score_gpt":0.219500348180884,"score_spread":0.181709205332603,"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."}}