{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03031397,0.0001848316,0.0003018162,0.009283105,0.003137358,0.004760327,0.001267224,0.00137192,0.002163253],"category_scores_gemma":[0.1313394,0.0002867649,0.000357847,0.01637759,0.001901791,0.002672269,0.002763707,0.001115537,0.000291623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890878,"about_ca_system_score_gemma":0.03828122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3457865,"about_ca_topic_score_gemma":0.3870578,"domain_scores_codex":[0.9705371,0.009207627,0.002633353,0.002126628,0.01320071,0.002294587],"domain_scores_gemma":[0.7866662,0.1435973,0.01751619,0.007669813,0.04210604,0.002444427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003360969,0.0003133953,0.5759151,0.003450536,0.00008881646,0.001476254,0.1722655,0.001988666,0.00299075,0.02546633,0.04013608,0.1755724],"study_design_scores_gemma":[0.00002742001,0.00009658234,0.5297549,0.0026961,0.00004827779,0.0004320058,0.1825608,0.002051855,0.001716473,0.004439554,0.2760716,0.0001043774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906294,0.002570929,0.004381266,0.0242027,0.0001014594,0.0004521621,0.02874925,0.00006553005,0.0488473],"genre_scores_gemma":[0.9698442,0.002092218,0.005951667,0.001801662,0.00006871795,0.0005261229,0.01754801,0.00003010284,0.002137335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3457865,"threshold_uncertainty_score":0.6875476,"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."}}