{"id":"W2087062934","doi":"10.1055/s-0030-1251722","title":"Adventures in Regulation: Seeking to Define Efficacy for Natural Health Products in Canada","year":2010,"lang":"en","type":"article","venue":"Planta Medica","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Presentation (obstetrics); Natural (archaeology); Product (mathematics); Adventure; Quality (philosophy); Medicine; Psychology; Computer science; Geography; Surgery; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001538089,0.0001009181,0.0002982342,0.000121984,0.0000330403,0.000006548974,0.00008966539,0.00003521036,0.00009474593],"category_scores_gemma":[0.01313781,0.00008709567,0.00002003148,0.0002692178,0.00001328423,0.0000605191,0.0000289484,0.0004499806,0.000004677018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048464,"about_ca_system_score_gemma":0.002739222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4923756,"about_ca_topic_score_gemma":0.9728081,"domain_scores_codex":[0.9980263,0.00005580493,0.0009034919,0.0002935934,0.0004253948,0.0002954229],"domain_scores_gemma":[0.9980842,0.001211586,0.000189514,0.0002460289,0.00008111846,0.0001875947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003009951,0.0004806331,0.3343982,0.0006852523,0.00005393435,0.0001603625,0.001656708,0.00008493491,0.01293549,0.0004335324,0.3202516,0.3258494],"study_design_scores_gemma":[0.004483038,0.0001440487,0.8761239,0.0002458212,0.00001959439,0.0001001722,0.0002745436,0.001791041,0.0004163884,0.00005386236,0.1162091,0.0001384157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845424,0.00009363583,0.00009107069,0.1516186,0.001349272,0.001309659,0.0000286081,0.00001488373,0.00007023173],"genre_scores_gemma":[0.9836982,0.00001358225,0.006779252,0.008406556,0.0005264569,0.00003735072,0.0004705412,0.00001333975,0.00005468458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5417257,"threshold_uncertainty_score":0.9951749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09591680529549845,"score_gpt":0.4246100828065203,"score_spread":0.3286932775110218,"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."}}