{"id":"W2185203593","doi":"10.25258/ijpqa.4.4.2","title":"A Comparative Study of Regulatory Registration Procedure of Nutraceuticals in India, Canada and Australia","year":2013,"lang":"en","type":"article","venue":"International Journal of Pharmaceutical Quality Assurance","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutraceutical; Dietary supplement; Product (mathematics); Ingredient; Business; Health benefits; Medicine; Biotechnology; Traditional medicine; Food science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050211,0.00008519986,0.0003961192,0.0001146547,0.00001067194,0.00000497241,0.0001378028,0.0003156492,0.00007506784],"category_scores_gemma":[0.0002400684,0.00006847283,0.00003918045,0.0001237367,0.0001918155,0.0001149828,0.00001985328,0.001122472,6.200855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006872969,"about_ca_system_score_gemma":0.0002586204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097183,"about_ca_topic_score_gemma":0.007136041,"domain_scores_codex":[0.9982774,0.0001266989,0.0008770783,0.0001050052,0.0005155971,0.00009826997],"domain_scores_gemma":[0.9985892,0.0002130353,0.0004814719,0.00007837428,0.0005530308,0.00008495335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002434596,0.004014367,0.8864961,0.0005114374,0.001553413,0.0002293723,0.002615226,0.0001581078,0.09089479,0.007416893,0.001849017,0.001826691],"study_design_scores_gemma":[0.002747546,0.0002878144,0.9625825,0.0002666736,0.0000544966,0.0001297881,0.001122241,0.0001323931,0.03215428,0.0002969767,0.0001602639,0.00006499045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932044,0.0002487863,0.00004023748,0.00590823,0.0001695627,0.0002675007,0.000006379089,0.000002617838,0.0001522514],"genre_scores_gemma":[0.9994631,0.00007431238,0.0001855447,0.000181864,0.00003639508,0.000003267776,9.613668e-7,0.000002881373,0.00005171907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07608645,"threshold_uncertainty_score":0.9956142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06796736634952223,"score_gpt":0.4255729992198004,"score_spread":0.3576056328702782,"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."}}