{"id":"W2413682373","doi":"","title":"Antimicrobial dispensing by Ontario dairy veterinarians.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Medicine; Antimicrobial stewardship; Medical prescription; Antimicrobial; Family medicine; Herd; Demographics; Veterinary medicine; Antibiotic resistance; Nursing; Antibiotics; Microbiology; Demography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000665793,0.0001583211,0.0001650672,0.0008569313,0.0009976237,0.0007065079,0.0004056981,0.0002327614,0.003277662],"category_scores_gemma":[0.003097836,0.000312606,0.0001827487,0.001449991,0.0003260044,0.0003616611,0.0004394375,0.0002892825,0.0004845924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006479558,"about_ca_system_score_gemma":0.006826409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7587979,"about_ca_topic_score_gemma":0.8899897,"domain_scores_codex":[0.9988899,0.0001621879,0.000124883,0.0001380508,0.0004946072,0.0001903472],"domain_scores_gemma":[0.9963244,0.0004231814,0.001634413,0.0001061158,0.0009115834,0.0006003554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002907208,0.0000549919,0.9913838,0.00004384123,0.000007296127,0.00009755064,0.001688685,0.00001431218,0.0002938619,0.00001544375,0.0006481056,0.005723013],"study_design_scores_gemma":[0.00000486546,0.00008891498,0.9966102,0.00001830987,0.000004464013,0.00008122699,0.001533752,0.00006436212,0.00004819916,0.000005291428,0.001537065,0.000003294409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914215,0.0004753928,0.0001105395,0.0003078604,0.000007338918,0.0001161195,0.002786046,0.00001234096,0.004762807],"genre_scores_gemma":[0.9942234,0.0006056628,0.0004784105,0.0003014706,0.00001190142,0.00006949606,0.001236956,0.000004187884,0.003068634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2412021,"threshold_uncertainty_score":0.4852452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779905928052574,"score_gpt":0.2717639333721912,"score_spread":0.2039648740916655,"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."}}