{"id":"W3201064208","doi":"","title":"LibGuides: Health Statistics: New Brunswick","year":2007,"lang":"en","type":"libguides","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Health statistics; Statistics; Geography; Demography; Mathematics; Sociology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004965643,0.0005134654,0.00120706,0.0005729349,0.00148337,0.0000274397,0.000516854,0.001558171,0.02092846],"category_scores_gemma":[0.002053387,0.0004245055,0.0001117003,0.0003552913,0.00008078789,0.0001634417,0.0001845051,0.004170037,0.01162598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042463,"about_ca_system_score_gemma":0.04192869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05917772,"about_ca_topic_score_gemma":0.01847099,"domain_scores_codex":[0.9921046,0.0005545788,0.003665803,0.0004952879,0.001218993,0.001960758],"domain_scores_gemma":[0.9926676,0.002338206,0.001856435,0.0007434977,0.0004266976,0.001967578],"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":[0.00002712068,0.00001450919,0.0002894104,0.005012593,0.00002213812,0.000003943248,0.002174725,6.796824e-7,1.850578e-8,0.02667608,0.9017657,0.06401309],"study_design_scores_gemma":[0.0007969078,0.0002129996,0.0007272975,0.002535072,0.00001976579,0.000002366226,0.001025734,0.0001539279,2.481441e-7,0.002115459,0.9920498,0.0003604968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006863232,0.004048478,0.2598628,0.03369296,0.01510962,0.002880053,0.0004569384,0.001141592,0.6828007],"genre_scores_gemma":[0.000007875513,0.007367326,0.05449463,0.1647071,0.009776984,0.00002801226,0.003719999,0.0001287351,0.7597693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2053682,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.253700986038534,"score_gpt":0.4885259260504156,"score_spread":0.2348249400118816,"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."}}