{"id":"W4319776652","doi":"10.31032/ijbpas/2023/12.2.6840","title":"REGULATORY REQUIREMENTS FOR APPROVAL PROCESS OF PROBIOTICS IN CANADA","year":2023,"lang":"en","type":"article","venue":"International Journal of Biology Pharmacy and Allied Sciences","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Process (computing); Drug approval; Process management; Medicine; Computer science; Pharmacology","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":[0.03506812,0.0009772922,0.001228923,0.005643605,0.008388739,0.0102931,0.005453372,0.0148747,0.01787846],"category_scores_gemma":[0.1052816,0.001835744,0.002699301,0.003503513,0.004149969,0.002416337,0.003049812,0.007688869,0.005593857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06542748,"about_ca_system_score_gemma":0.3147387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8726678,"about_ca_topic_score_gemma":0.8909535,"domain_scores_codex":[0.9266313,0.007547962,0.004367916,0.003662499,0.0487049,0.009085412],"domain_scores_gemma":[0.7871326,0.02809179,0.005550735,0.006452439,0.161372,0.01140046],"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":[0.000824894,0.0005168117,0.01349896,0.001662633,0.0001727896,0.002455981,0.00275636,0.003271561,0.009264155,0.178498,0.645877,0.1412009],"study_design_scores_gemma":[0.000177337,0.0001811011,0.03108279,0.001276754,0.00009261337,0.0005109154,0.0006576385,0.001709389,0.002030244,0.004559854,0.9575121,0.0002093581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03104866,0.01108495,0.02552109,0.1336907,0.00803038,0.01298042,0.01341557,0.002243662,0.7619846],"genre_scores_gemma":[0.2681268,0.01371663,0.07961003,0.1146988,0.001783683,0.006504001,0.01209881,0.0007991209,0.5026622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9345725,"threshold_uncertainty_score":0.4747118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4337251450673228,"score_gpt":0.508125617443389,"score_spread":0.07440047237606617,"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."}}