{"id":"W4410974110","doi":"10.3389/fmed.2025.1581058","title":"Harnessing the promises of cell therapy, gene therapy, and regenerative medicine in Québec, Canada","year":2025,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Computer Research Institute of Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université Laval; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Centre hospitalier universitaire de Québec; Héma-Québec; Université de Montréal; Stem Cell Network; Hôpital Maisonneuve-Rosemont","funders":"Fonds de Recherche du Québec - Santé","keywords":"Regenerative medicine; Genetic enhancement; Cell therapy; Medicine; Cell; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003849144,0.0003658138,0.0003079837,0.001307808,0.01414938,0.008194887,0.001092174,0.001564759,0.01178485],"category_scores_gemma":[0.005206618,0.0002912798,0.0004142512,0.002560706,0.00447402,0.002137911,0.001965642,0.002888415,0.0005493192],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1845803,"about_ca_system_score_gemma":0.3103448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981315,"about_ca_topic_score_gemma":0.9993275,"domain_scores_codex":[0.9965643,0.0008132746,0.0001015663,0.0002621913,0.001236405,0.001022288],"domain_scores_gemma":[0.9917496,0.001677551,0.0003050916,0.000156128,0.003946617,0.002164951],"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":[0.0002832895,0.0001149662,0.03263104,0.001325913,0.000114978,0.00259043,0.04299279,0.002862921,0.003754893,0.1843399,0.5895317,0.1394572],"study_design_scores_gemma":[0.00003030936,0.00003811549,0.026211,0.001097189,0.00006612432,0.0002259954,0.03850087,0.001185949,0.0007701293,0.005248696,0.9264952,0.0001304224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09646141,0.04868286,0.004552433,0.5736919,0.0025139,0.0002778263,0.002606774,0.000168806,0.2710442],"genre_scores_gemma":[0.778564,0.03586141,0.007241549,0.06754038,0.0003404482,0.0001250452,0.0009019367,0.000135666,0.1092895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8154197,"threshold_uncertainty_score":0.9457712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864315583142348,"score_gpt":0.2720851218461401,"score_spread":0.2534419660147166,"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."}}