{"id":"W7094598998","doi":"","title":"Antibiotic purchasing by Canadian hospitals, 2007â2011","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Purchasing; Antibiotics; Consumer awareness; Drug industry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000270225,0.0000900398,0.00009413763,0.0000893655,0.000370145,0.0001646061,0.0001383374,0.00003489825,0.00127352],"category_scores_gemma":[0.00009228294,0.00008259077,0.00004833663,0.00002541251,0.0001331364,0.0002750492,0.000009553276,0.0000914611,0.0001792676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505669,"about_ca_system_score_gemma":0.00007802455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05716358,"about_ca_topic_score_gemma":0.2483117,"domain_scores_codex":[0.9987125,0.00003427107,0.0001202105,0.0001581188,0.0001527847,0.0008220631],"domain_scores_gemma":[0.999356,0.00001953473,0.00003922861,0.0001034998,0.00003751463,0.0004441663],"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":[0.000009460423,0.00008226631,0.03775714,0.00002531627,0.00005073526,0.000008908943,0.004318896,0.000005211997,0.00001915176,0.3307952,0.6032972,0.02363051],"study_design_scores_gemma":[0.0001474275,0.00001013872,0.08271387,0.000004972054,0.00001172513,0.00000145129,0.00007803523,0.00002679886,0.00007930634,0.0006339749,0.9161513,0.000141015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982232,0.0007002813,0.00004322921,0.001523781,0.00678103,0.0003106141,0.0001401806,0.0001136005,0.2921641],"genre_scores_gemma":[0.9797598,0.000009532977,0.00001316515,0.0006000926,0.001106399,0.000005757956,0.00005784631,0.00001231362,0.01843506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3301612,"threshold_uncertainty_score":0.9996395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248241107135003,"score_gpt":0.1748695911632706,"score_spread":0.1623871800919206,"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."}}