{"id":"W1977841063","doi":"10.1038/nmeth.f.282","title":"Stem cell research policy and iPS cells","year":2009,"lang":"en","type":"article","venue":"Nature Methods","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Induced pluripotent stem cell; Embryonic stem cell; Stem cell; Biology; Cell biology; Engineering ethics; Neuroscience; Political science; Computational biology; Genetics; Engineering; Gene","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":[0.02505985,0.0009493686,0.001045856,0.002470474,0.003870226,0.009631737,0.003649786,0.01989143,0.02781936],"category_scores_gemma":[0.03887136,0.001201076,0.001012704,0.001730919,0.006837454,0.01088623,0.004990391,0.01362692,0.01060753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006023356,"about_ca_system_score_gemma":0.01543947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120964,"about_ca_topic_score_gemma":0.005163734,"domain_scores_codex":[0.9756225,0.007955874,0.001665596,0.002745485,0.009419069,0.002591557],"domain_scores_gemma":[0.9775124,0.01125073,0.001485627,0.003597243,0.004155548,0.001998465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005168405,0.00004195761,0.0001432404,0.00009112582,0.000007178333,0.00009102437,0.0001735377,0.0001783157,0.0007438142,0.9266419,0.06388041,0.007955768],"study_design_scores_gemma":[0.00005522169,0.00008118132,0.0005511229,0.0005002627,0.00003411506,0.0002706377,0.000307528,0.0004453355,0.004292076,0.3731822,0.6202281,0.00005214204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01158509,0.005734179,0.0260735,0.2965198,0.009651096,0.0003650889,0.00212281,0.0005244956,0.647424],"genre_scores_gemma":[0.1543486,0.009086523,0.02475061,0.3145445,0.006584167,0.002319935,0.002013734,0.0006482222,0.4857038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02781936,"threshold_uncertainty_score":0.1325307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093776339461246,"score_gpt":0.4523538137385844,"score_spread":0.4114160503439719,"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."}}