{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001207655,0.00008494614,0.0002636425,0.00007643402,0.0001109453,0.000003405005,0.00008449145,0.00001624297,0.0000605315],"category_scores_gemma":[0.00005000681,0.00008043217,0.00004696588,0.0002469694,0.0001181949,0.00004738099,0.00008475209,0.000124591,7.825153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009062327,"about_ca_system_score_gemma":0.0001455858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846437,"about_ca_topic_score_gemma":0.006184787,"domain_scores_codex":[0.9991561,0.00004310966,0.0001905956,0.0001703237,0.0002427529,0.0001970948],"domain_scores_gemma":[0.9993054,0.00005862805,0.00004542782,0.0001440976,0.00009088017,0.0003556038],"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":[0.001140271,0.0009937633,0.3895233,0.0007167769,0.000682521,0.00003983733,0.003454815,0.00003199533,0.02204584,0.0004541563,0.07475716,0.5061596],"study_design_scores_gemma":[0.0006812558,0.0005474689,0.7907202,0.00001753547,0.0002151412,4.027827e-7,0.002477062,0.00005275676,0.00125793,0.00005376373,0.2038496,0.000126853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539541,0.0003304859,0.000001537243,0.00144862,0.0001695174,0.0003623126,0.0002106357,0.000005232017,0.04351758],"genre_scores_gemma":[0.9792819,0.00002091734,0.00003159291,0.02053512,0.00005994449,0.00001943076,0.00002084477,0.000008649633,0.00002160544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060328,"threshold_uncertainty_score":0.9780052,"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."}}