{"id":"W4283656218","doi":"10.3390/pharmacy10040071","title":"Ranking of Curricular Content by Pharmacy Students and Community Pharmacists","year":2022,"lang":"en","type":"article","venue":"Pharmacy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pharmacy; Graduation (instrument); Medical education; Perspective (graphical); Ranking (information retrieval); Psychology; Medicine; Pharmacist; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001360553,0.0001267302,0.0002418028,0.0001365391,0.0004570997,0.00001234643,0.0002595154,0.000009358291,0.001424821],"category_scores_gemma":[0.0001895552,0.0001279313,0.00004959917,0.0004299859,0.0001238954,0.00009940426,0.0002861161,0.0009919141,0.000005707926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404681,"about_ca_system_score_gemma":0.00007003831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002442416,"about_ca_topic_score_gemma":1.490894e-7,"domain_scores_codex":[0.9981478,0.0003637022,0.000400198,0.0001539633,0.0007404964,0.00019378],"domain_scores_gemma":[0.9992823,0.00008020919,0.0001666978,0.0002165299,0.0001659035,0.00008833737],"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":[0.0006226432,0.005573483,0.5697079,0.0004537956,0.0004156721,0.00003433051,0.005227798,0.000007355957,0.223708,0.00009155612,0.09121005,0.1029475],"study_design_scores_gemma":[0.05703996,0.0005335995,0.02577105,0.0002036341,0.001309966,0.0009016261,0.006960758,0.007350257,0.196234,0.0002555482,0.7025969,0.0008427658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959885,0.0009080982,0.000116975,0.001386656,0.000522844,0.0005339219,0.00003053345,0.00004624841,0.0004662101],"genre_scores_gemma":[0.9953167,0.0002008392,0.0002027053,0.003623254,0.00007876011,0.0001270327,0.0001748399,0.00002026627,0.0002555697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6113868,"threshold_uncertainty_score":0.999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128205974084132,"score_gpt":0.4472300206340206,"score_spread":0.3344094232256074,"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."}}