{"id":"W4308432053","doi":"10.1186/s12913-022-08709-5","title":"Pharmacy location and medical need: regional evidence from Canada","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Association des pharmaciens du Canada","keywords":"Pharmacy; Medicine; Medical prescription; Pharmacist; Per capita; Population; Service (business); Health administration; Family medicine; Public health; Environmental health; Nursing; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.004237688,0.0005896434,0.001423775,0.005070728,0.00362351,0.002920427,0.002570655,0.0007989987,0.008365986],"category_scores_gemma":[0.01863906,0.0007180487,0.00248118,0.01415555,0.002495857,0.0007220804,0.002883756,0.001406567,0.0004158042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03808166,"about_ca_system_score_gemma":0.06609723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944195,"about_ca_topic_score_gemma":0.9967114,"domain_scores_codex":[0.9948971,0.0006894115,0.0005589394,0.0009103027,0.001924914,0.001019338],"domain_scores_gemma":[0.9687645,0.005455579,0.005831556,0.001238791,0.01538329,0.003326178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002543239,0.00004889394,0.9728807,0.001254366,0.0008941179,0.0001531251,0.002091902,0.0002830208,0.00005267491,0.0006135836,0.006460365,0.01501296],"study_design_scores_gemma":[0.0000557193,0.00003723132,0.9912611,0.001541055,0.0007673759,0.00009360613,0.002290191,0.0002096867,0.00004273386,0.0001372483,0.003526238,0.00003782181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272349,0.08970001,0.0009663351,0.0107776,0.0003231603,0.0003581894,0.04186204,0.00006887854,0.02870882],"genre_scores_gemma":[0.9737948,0.01883261,0.0005671533,0.0009507995,0.00005874029,0.00006435628,0.00477474,0.00003317007,0.0009236969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03808166,"threshold_uncertainty_score":0.2763031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3505873235992997,"score_gpt":0.5522947431835986,"score_spread":0.2017074195842989,"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."}}