{"id":"W4285498574","doi":"10.46747/cfp.6807e204","title":"Acceptability of a short list of essential medicines to patients and prescribers","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Intervention (counseling); Focus group; Family medicine; Randomized controlled trial; Alternative medicine; Trial registration; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02519932,0.0002362973,0.0007916322,0.0003245949,0.001209647,0.001242603,0.0007129004,0.001355595,0.0093516],"category_scores_gemma":[0.07199915,0.00030175,0.00105468,0.0004115655,0.001186683,0.001314995,0.001953434,0.001201859,0.0004101893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187915,"about_ca_system_score_gemma":0.005732315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029461,"about_ca_topic_score_gemma":0.01067774,"domain_scores_codex":[0.9653974,0.02333995,0.003401501,0.0008693154,0.005837154,0.001154644],"domain_scores_gemma":[0.9576377,0.02416429,0.01029641,0.001965154,0.002663129,0.003273421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09008989,0.01330696,0.2584599,0.01200616,0.00109934,0.0006371944,0.03683514,0.001249869,0.005846628,0.002205767,0.01623507,0.5620281],"study_design_scores_gemma":[0.03168014,0.09672211,0.7776779,0.004768099,0.001143889,0.0007075318,0.02103805,0.001983686,0.002706619,0.002505953,0.05871413,0.0003518783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977451,0.001609057,0.00109807,0.00589147,0.000107387,0.00337109,0.0009052965,0.00004212974,0.009524505],"genre_scores_gemma":[0.9919408,0.0006757486,0.00237495,0.001496485,0.0001243385,0.002368273,0.0002909798,0.000007315461,0.0007211062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519932,"threshold_uncertainty_score":0.1332684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125959274105377,"score_gpt":0.3143769554316073,"score_spread":0.2831173626905535,"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."}}