{"id":"W4249847765","doi":"10.1093/aje/kwr182","title":"The Canadian Society for Epidemiology and Biostatistics 2011 National Student Conference","year":2011,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biostatistics; Epidemiology; Medicine; Library science; Medical education; Family medicine; Environmental health; Computer science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01657399,0.001703034,0.001796343,0.004926282,0.007061846,0.007667569,0.003268926,0.009201571,0.1040576],"category_scores_gemma":[0.02529195,0.001350119,0.001628987,0.002452453,0.003304488,0.001771391,0.004888325,0.008326725,0.02842383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02949585,"about_ca_system_score_gemma":0.1890806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.583596,"about_ca_topic_score_gemma":0.8487879,"domain_scores_codex":[0.9879183,0.001047001,0.0004948231,0.0006357366,0.007502126,0.002401956],"domain_scores_gemma":[0.9381563,0.001760146,0.0006639676,0.0008639073,0.04158182,0.01697377],"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":[0.00002518732,0.00003416164,0.0006817179,0.00005233566,0.00001098682,0.00003543694,0.00002289098,0.00005625624,0.00004345533,0.0005922029,0.9832799,0.01516545],"study_design_scores_gemma":[0.00002897946,0.00001277039,0.005416882,0.0002217376,0.00001630835,0.00005535844,0.0002355548,0.0001497573,0.00006056838,0.0007302504,0.9930388,0.00003296562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002456665,0.01663554,0.001915571,0.6553813,0.1883239,0.0003681249,0.003029863,0.0002916128,0.1315974],"genre_scores_gemma":[0.03066837,0.03973293,0.003298577,0.06772927,0.05366168,0.0006160249,0.004079992,0.0002868551,0.7999263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9705042,"threshold_uncertainty_score":0.8377126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299916569392165,"score_gpt":0.3777383946713752,"score_spread":0.2477467377321586,"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."}}