{"id":"W2941021038","doi":"10.4212/cjhp.v72i2.2892","title":"Communication: Adapting to Changing Times and Needs","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006754954,0.0004045565,0.0004467216,0.002070595,0.007393587,0.01620024,0.001808005,0.004213817,0.01843833],"category_scores_gemma":[0.02130455,0.0003233554,0.0004338384,0.002381874,0.006317516,0.0101676,0.004732661,0.003214866,0.002711379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005430716,"about_ca_system_score_gemma":0.01198719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02225508,"about_ca_topic_score_gemma":0.0315344,"domain_scores_codex":[0.9918624,0.004569374,0.0002509228,0.0004496349,0.001656174,0.001211457],"domain_scores_gemma":[0.9776805,0.008417151,0.002635967,0.0009226398,0.005123155,0.005220577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436577,0.0003220311,0.0468384,0.0009804555,0.00009331606,0.003313369,0.3576895,0.0004399995,0.002142241,0.09229761,0.119583,0.3761565],"study_design_scores_gemma":[0.00002578206,0.0001221326,0.05260794,0.001044641,0.00005686533,0.002678224,0.5163348,0.0004793043,0.0004404812,0.03107308,0.3950216,0.0001151807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2808942,0.01217534,0.006247674,0.2476546,0.003397725,0.000194798,0.0002851614,0.0004668,0.4486837],"genre_scores_gemma":[0.9502395,0.005037867,0.003336319,0.01159891,0.001089077,0.00009920686,0.0001185966,0.0001365259,0.02834387],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02225508,"threshold_uncertainty_score":0.0616824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219683271437816,"score_gpt":0.3105317030918134,"score_spread":0.2885633759480318,"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."}}