{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006185288,0.00005424377,0.00009917698,0.00007816123,0.001604217,0.0001258242,0.0003023741,0.00001377721,0.0002998606],"category_scores_gemma":[0.0000531278,0.00003663613,0.00004663916,0.0002301719,0.0001606055,0.0002149096,0.0000528918,0.0001474155,0.00003474715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009882239,"about_ca_system_score_gemma":0.0002092717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01790614,"about_ca_topic_score_gemma":0.02857065,"domain_scores_codex":[0.9993985,0.00008173444,0.0001220574,0.00003626728,0.000132834,0.0002285853],"domain_scores_gemma":[0.9994164,0.00005724419,0.00008243402,0.00005164437,0.0001572535,0.0002350776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001708917,0.00001148125,0.01657798,0.000006429856,0.000114279,0.00001569239,0.8942712,0.00003046182,0.00003505823,0.05559344,0.02220299,0.01112392],"study_design_scores_gemma":[0.0004968451,0.0002532679,0.005605359,0.0001536757,0.00005377843,0.00001333084,0.4284896,0.00002573384,0.00006407232,0.005043356,0.5595005,0.0003004378],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8582917,0.001352962,0.000001264985,0.06446922,0.0005235444,0.0001358601,0.000001779408,0.00000431802,0.07521937],"genre_scores_gemma":[0.9944471,0.00007263008,0.00004624929,0.0005264021,0.0003625728,0.000001105514,1.964901e-7,0.000004053133,0.004539763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372975,"threshold_uncertainty_score":0.9996955,"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."}}