{"id":"W1520381033","doi":"","title":"Profession seeks prescription for solving pharmacist shortage","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Pharmacist; Pharmacy; Medical prescription; Medical education; Family medicine; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004423245,0.0002048498,0.0002495555,0.0000669443,0.0001557883,0.00005147347,0.0001277386,0.00006572827,0.0002854096],"category_scores_gemma":[0.0005051285,0.0001638974,0.0001253225,0.0002200778,0.00004080081,0.0003640589,0.00005808873,0.0003490234,0.00007938661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009794138,"about_ca_system_score_gemma":0.0000590902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004747209,"about_ca_topic_score_gemma":0.000001511357,"domain_scores_codex":[0.9979465,0.00008548234,0.0003573227,0.0003640614,0.0003241212,0.0009224883],"domain_scores_gemma":[0.9988542,0.0001350264,0.0001300856,0.0002496173,0.0001037907,0.0005272558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003883254,0.0008944518,0.8642996,0.0005162068,0.000181135,0.0002557941,0.002404596,0.00001222837,0.02883937,0.0002607886,0.0146203,0.08383229],"study_design_scores_gemma":[0.003277041,0.0001369472,0.1334467,0.00008753157,0.0002677803,0.00006688277,0.000079531,0.003600467,0.006557585,0.00002504563,0.8522252,0.000229254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757074,0.0006417554,0.001473188,0.003404362,0.002481523,0.002733929,0.00002007825,0.0002261343,0.01331167],"genre_scores_gemma":[0.9847115,0.0008736358,0.0004781256,0.001994156,0.000746744,0.0001513064,0.00007493707,0.00005513216,0.01091444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8376049,"threshold_uncertainty_score":0.6683544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263841670843395,"score_gpt":0.3721234376324888,"score_spread":0.2457392705481493,"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."}}