{"id":"W2055249940","doi":"10.1089/rej.2013.1423","title":"Commercialization of Regenerative Medicine: Learning from Spin-Outs","year":2013,"lang":"en","type":"article","venue":"Rejuvenation Research","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Commercialization; Regenerative medicine; Nanotechnology; Medicine; Biology; Materials science; Political science; Cell biology; Stem cell; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001274878,0.00007231966,0.000208255,0.0003313782,0.0001538722,0.00001499247,0.0000780402,0.0002116748,0.002429886],"category_scores_gemma":[0.001045927,0.00005313339,0.00003578033,0.0006899833,0.0007412977,0.00009259831,0.00004556579,0.0005422102,0.0001138324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008732409,"about_ca_system_score_gemma":0.0001492662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528931,"about_ca_topic_score_gemma":0.00003661657,"domain_scores_codex":[0.9977092,0.0003754115,0.0003377155,0.0001961828,0.00120233,0.0001791526],"domain_scores_gemma":[0.9976243,0.0003326347,0.0001048558,0.0001764903,0.001625015,0.0001367215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001789723,0.0004110826,0.0165838,0.0003236355,0.000183252,0.000009290001,0.008979101,0.0001780378,0.551496,0.09034415,0.07947055,0.2518421],"study_design_scores_gemma":[0.006502167,0.002419523,0.6013404,0.002123607,0.00008736421,0.00001055101,0.004252682,0.1411213,0.08358391,0.06417006,0.09396885,0.0004196165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.668852,0.001262927,0.0183869,0.271194,0.0004142872,0.001905156,0.000006097775,0.0001125452,0.03786604],"genre_scores_gemma":[0.9941645,0.0001566944,0.000502768,0.0002269422,0.0002711783,0.00002808228,0.0002737831,0.00001390598,0.004362134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847566,"threshold_uncertainty_score":0.998482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1746581674049515,"score_gpt":0.4620102793418126,"score_spread":0.2873521119368611,"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."}}