{"id":"W6989976306","doi":"","title":"[Commentary] The regulation of clinical stem cell research and applications: three dynamics of global regulatory diversification","year":2017,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Translational medicine; Harmonization; Stem cell; Clinical trial; Diversification (marketing strategy); Agency (philosophy); Translational research; Politics; European union; Pharmaceutical industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01331129,0.001918161,0.002949138,0.002378534,0.004759724,0.007517085,0.009010443,0.06514712,0.02638479],"category_scores_gemma":[0.1005619,0.001355637,0.004665165,0.003310076,0.008831609,0.01133569,0.003676316,0.06122807,0.01673443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209156,"about_ca_system_score_gemma":0.02977907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474167,"about_ca_topic_score_gemma":0.0496906,"domain_scores_codex":[0.9841936,0.005063238,0.001521096,0.001798568,0.00602724,0.001396196],"domain_scores_gemma":[0.9020056,0.06685706,0.004072662,0.001787427,0.02124796,0.004029237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002644197,0.000005489083,0.00002288984,0.0003890203,0.0000187134,0.00006587379,0.00005751744,0.00003367326,0.00004469729,0.002940687,0.9913967,0.004998275],"study_design_scores_gemma":[0.0001436689,0.000025362,0.0002450772,0.002242542,0.00005608714,0.0001600211,0.0001061855,0.0001011544,0.0001117898,0.007249289,0.9895068,0.00005201395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007917113,0.006982502,0.0002238776,0.8972464,0.08856677,0.00005588961,0.0004528783,0.00007769367,0.006314837],"genre_scores_gemma":[0.0005284864,0.00289177,0.0002164919,0.9596679,0.03344984,0.000102515,0.00009235056,0.00003715095,0.00301344],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06514712,"threshold_uncertainty_score":0.08826596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911102542032648,"score_gpt":0.4487809383131111,"score_spread":0.2576706841098463,"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."}}