{"id":"W2258043618","doi":"10.1155/2001/938156","title":"Infectious Diseases Training in Canada: One Size Does Not Fit All","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"","keywords":"Medicine; Likert scale; Family medicine; Training (meteorology); Scale (ratio); Medical education; Cross-sectional study; Nursing; Psychology","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":[0.00397087,0.0003837053,0.00053708,0.001175369,0.005470849,0.002670047,0.001836818,0.001336986,0.005157147],"category_scores_gemma":[0.01210896,0.0003410834,0.0004382423,0.002392296,0.001925284,0.001190482,0.00198614,0.0016062,0.0004127391],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04215915,"about_ca_system_score_gemma":0.1805126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9612895,"about_ca_topic_score_gemma":0.9849318,"domain_scores_codex":[0.9930774,0.00075011,0.0002297229,0.0004019724,0.003099486,0.002441322],"domain_scores_gemma":[0.9761025,0.001253439,0.00233358,0.0003117724,0.005703733,0.01429491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004018532,0.0003905592,0.706595,0.001243792,0.0001195178,0.0007832455,0.002192041,0.0003567586,0.001186815,0.00189198,0.05618497,0.2286535],"study_design_scores_gemma":[0.00007946081,0.0003370577,0.9657677,0.001099201,0.0000744009,0.0003517164,0.008185684,0.0006067085,0.0002373696,0.0003431923,0.02287718,0.00004037849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7161135,0.02186641,0.0009838633,0.2213067,0.002172887,0.0006390981,0.00260885,0.00024824,0.03406052],"genre_scores_gemma":[0.9654052,0.006875366,0.001315765,0.02041585,0.000209198,0.00009745295,0.0005785435,0.0000343794,0.005068136],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9578409,"threshold_uncertainty_score":0.3058875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008036684637398038,"score_gpt":0.2086531147160084,"score_spread":0.2006164300786104,"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."}}