{"id":"W2560307107","doi":"10.1016/j.jcyt.2016.10.017","title":"The path to successful commercialization of cell and gene therapies: empowering patient advocates","year":2016,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Society for Cellular Therapy","funders":"","keywords":"Commercialization; Process (computing); Medicine; Business; Computer science; Marketing","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":[0.000159667,0.00006484181,0.0001081932,0.00003258877,0.00007716953,0.000009127787,0.00004260236,0.00006567513,0.00003321245],"category_scores_gemma":[0.00001298016,0.00002932281,0.00002517076,0.00009191428,0.0002117118,0.00002234154,0.00001376552,0.00003552269,0.000002058123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015535,"about_ca_system_score_gemma":0.00003073729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002200114,"about_ca_topic_score_gemma":0.00000707462,"domain_scores_codex":[0.9994442,0.00002834614,0.0001636327,0.0001037741,0.000162923,0.00009709815],"domain_scores_gemma":[0.99955,0.00009278555,0.00006197533,0.0001467237,0.00008171235,0.00006683135],"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":[0.0001847297,0.00006514881,0.003861609,0.00003665459,0.000027934,7.226134e-7,0.004684911,5.443462e-7,0.6927741,0.0007746897,0.0002236844,0.2973653],"study_design_scores_gemma":[0.003872722,0.002011402,0.1126005,0.0005259041,0.00003304111,0.000008536485,0.001098713,0.0001916338,0.7479828,0.004542734,0.1268494,0.000282704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729664,0.001610307,0.008278765,0.01659981,0.0001166698,0.0002662542,0.000004268582,0.00001695574,0.0001405999],"genre_scores_gemma":[0.9958097,0.002734176,0.0004130311,0.0008403321,0.00005716086,0.000009367855,0.000002365718,0.00001288448,0.0001209596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970826,"threshold_uncertainty_score":0.119575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126397292321705,"score_gpt":0.2790415516658508,"score_spread":0.2677775787426337,"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."}}