{"id":"W2042036953","doi":"10.1503/cmaj.121664","title":"Technology use by physicians and their impersonators","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Ask price; Plan (archaeology); World Wide Web; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516136,0.0003823047,0.0002408329,0.001515804,0.005782779,0.003870885,0.0005819297,0.002691276,0.01258929],"category_scores_gemma":[0.01954226,0.0003226711,0.000238933,0.0009471826,0.004126642,0.003199387,0.002446956,0.002809159,0.00223511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196558,"about_ca_system_score_gemma":0.002132293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177198,"about_ca_topic_score_gemma":0.02025911,"domain_scores_codex":[0.9955895,0.001874461,0.0001980714,0.0003426926,0.001231491,0.0007638622],"domain_scores_gemma":[0.989584,0.004119345,0.002549993,0.0005776173,0.00105632,0.002112676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002036871,0.0003793557,0.2271976,0.0002604822,0.00005866556,0.1049801,0.282427,0.0001490523,0.002256885,0.02635648,0.1711372,0.1845935],"study_design_scores_gemma":[0.00002133634,0.0003470966,0.04807277,0.001120836,0.00005491137,0.2436811,0.2022177,0.0005244444,0.001239511,0.006492616,0.4960716,0.000156081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.610461,0.01940788,0.002396461,0.1591898,0.001669466,0.00006309049,0.000135525,0.0002371266,0.2064397],"genre_scores_gemma":[0.9638591,0.005851564,0.0006290043,0.01312338,0.0005886467,0.00001284473,0.00003782244,0.00004502801,0.01585266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177198,"threshold_uncertainty_score":0.04211533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006965322974972432,"score_gpt":0.238355603550694,"score_spread":0.2313902805757216,"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."}}