{"id":"W1522810267","doi":"10.1155/2011/957937","title":"Hepatitis B Learning Needs Assessment of Family Medicine Trainees in Canada: Results of a Nationwide Survey","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Family medicine; Hepatitis B; Referral; Hepatocellular carcinoma; Cirrhosis; Hepatitis B virus; Internal medicine; HBeAg; Immunology; HBsAg; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009182824,0.0001633046,0.0002226773,0.0008224377,0.001568201,0.0005653401,0.0005280182,0.0004082604,0.001440659],"category_scores_gemma":[0.002627145,0.0002760163,0.0003646378,0.001725607,0.0003668783,0.0003261707,0.0007205399,0.0005743973,0.0002313028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385124,"about_ca_system_score_gemma":0.0196905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9578371,"about_ca_topic_score_gemma":0.9694719,"domain_scores_codex":[0.9993,0.00007577235,0.00005493841,0.00006754215,0.0002753979,0.0002263094],"domain_scores_gemma":[0.9965811,0.0001787096,0.0005565723,0.00004814208,0.001401134,0.001234233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003399711,0.0001068347,0.9922511,0.00004811913,0.00001533691,0.00006513896,0.001320044,0.00004306409,0.0001059385,0.00001513042,0.001188031,0.004807164],"study_design_scores_gemma":[0.000004759972,0.00003368388,0.9974279,0.00002230455,0.00000477924,0.00002606689,0.001714791,0.00009042817,0.00002335242,0.000003762096,0.0006437792,0.000004376085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952645,0.0002482694,0.00004901804,0.0005559388,0.000007477571,0.000115763,0.002418499,0.000006547442,0.001333956],"genre_scores_gemma":[0.9966234,0.0005358681,0.0002637749,0.0003772446,0.000007126142,0.00007738885,0.00122812,0.000003308832,0.0008838421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0421629,"threshold_uncertainty_score":0.1004982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05462408517052886,"score_gpt":0.2782149577170823,"score_spread":0.2235908725465535,"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."}}