{"id":"W3038847845","doi":"10.3390/pharmacy8030111","title":"Insights from Regulatory Data on Development Needs of Community Pharmacy Professionals","year":2020,"lang":"en","type":"article","venue":"Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Documentation; Thematic analysis; Quality (philosophy); Medical education; Best practice; Pharmacy practice; Health care; Medicine; Psychology; Nursing; Political science; Qualitative research; Computer science; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000221634,0.0002038822,0.000386438,0.00008084113,0.000161644,0.00001063526,0.0005439699,0.0000278697,0.0009700859],"category_scores_gemma":[0.0002872226,0.0001599072,0.00005962509,0.0002748762,0.00006906431,0.0003545019,0.0005426505,0.0008519637,0.0002066543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003688191,"about_ca_system_score_gemma":0.0002675844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000839951,"about_ca_topic_score_gemma":0.000001422313,"domain_scores_codex":[0.9982262,0.0003651603,0.0005019608,0.0001778833,0.00053902,0.0001897946],"domain_scores_gemma":[0.9979619,0.0006867066,0.0002207646,0.0006164451,0.00008240433,0.0004318253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01807839,0.01155854,0.1999831,0.002517952,0.00314495,0.0001382826,0.05645871,0.00003232652,0.3976875,0.001151507,0.1590689,0.1501799],"study_design_scores_gemma":[0.008117047,0.0001124271,0.01707833,0.0002006466,0.0003409123,0.00000256071,0.0009346767,0.00408747,0.2725092,0.00005803859,0.6962795,0.0002791587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840147,0.0006810343,0.00003943912,0.01056042,0.0003044589,0.0005175766,0.00008304623,0.00008151944,0.00371784],"genre_scores_gemma":[0.9720873,0.00006387839,0.0004270297,0.02646933,0.0002353948,0.00001089897,0.0005795106,0.00002640693,0.0001002941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372106,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4918987569954322,"score_gpt":0.4932758282501283,"score_spread":0.001377071254696105,"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."}}