{"id":"W2885782295","doi":"10.4212/cjhp.v44i6.2808","title":"Drugs in Use","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":[0.0006961125,0.0003612181,0.0004608867,0.002431968,0.001145608,0.002175267,0.00053446,0.0007251425,0.1341871],"category_scores_gemma":[0.005843542,0.0001601604,0.0008158568,0.002796769,0.0004399425,0.001103389,0.001078269,0.001285989,0.0357226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627726,"about_ca_system_score_gemma":0.005028333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02858475,"about_ca_topic_score_gemma":0.05193998,"domain_scores_codex":[0.9982345,0.000222758,0.0002338771,0.0001669036,0.0008823643,0.0002596096],"domain_scores_gemma":[0.9970517,0.0004205952,0.0006704368,0.000236258,0.0009338903,0.0006871292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007043518,0.000319913,0.0728095,0.00156315,0.0001718169,0.0006694208,0.0003758198,0.00008057274,0.001062611,0.01001136,0.5468656,0.3653659],"study_design_scores_gemma":[0.00005170645,0.00009887042,0.05698831,0.0005752831,0.000086566,0.000812851,0.0002289844,0.00004048643,0.0003489635,0.0007977066,0.9399565,0.00001376641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01948009,0.01817166,0.0005998408,0.008734953,0.002112426,0.0004935357,0.048467,0.0004526025,0.9014879],"genre_scores_gemma":[0.2700078,0.04016029,0.002988345,0.02011339,0.002852516,0.0006024456,0.05744739,0.0003498962,0.6054779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1341871,"threshold_uncertainty_score":0.4489006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06474912835291886,"score_gpt":0.3703941793664795,"score_spread":0.3056450510135607,"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."}}