{"id":"W1965704701","doi":"10.4212/cjhp.v67i5.1399","title":"A Time of Renewal","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Compounding; Health care; Convention; Pharmacy; Best practice; Work (physics); Health professionals; Patient care; Political science; Medicine; Public relations; Nursing; Business; Family medicine; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001316058,0.0001022155,0.0002558652,0.0001466157,0.0004141216,0.000008700314,0.0004535901,0.00004031304,0.0009667386],"category_scores_gemma":[0.0008599678,0.00006836667,0.000105433,0.0001446997,0.000198126,0.00009257221,0.00002341583,0.0005428788,0.0002945135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008692281,"about_ca_system_score_gemma":0.003148635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068211,"about_ca_topic_score_gemma":0.005938687,"domain_scores_codex":[0.9985016,0.0002586132,0.0005688816,0.00007006469,0.0002224705,0.000378345],"domain_scores_gemma":[0.9978266,0.00059598,0.0005590054,0.0001737459,0.0004007755,0.000443891],"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":[0.0005763324,0.000213917,0.2882867,0.0003729817,0.0007823258,0.0002597187,0.05890923,0.000579924,0.003386379,0.008248322,0.6239438,0.01444033],"study_design_scores_gemma":[0.01883435,0.003053956,0.08721077,0.003038247,0.0009378526,0.0002366017,0.00559799,0.004016773,0.005175982,0.0177211,0.852808,0.001368344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750024,0.0001908013,0.0000458476,0.008709121,0.002218636,0.000158481,0.00001351519,0.00000704538,0.01365414],"genre_scores_gemma":[0.9971337,0.000009803605,0.0001353649,0.0007375805,0.0009109071,0.000001314013,0.000001104035,0.00001952876,0.001050751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2288642,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663179094480337,"score_gpt":0.3494695325599734,"score_spread":0.32283774161517,"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."}}