{"id":"W464415425","doi":"","title":"LibGuides. GEOG 204 Tutorial -- Census of Canada / NHS. Census/NHS Data.","year":2011,"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":"Census; Geography; Medicine; Environmental health; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003369258,0.0005652599,0.001382724,0.0002540256,0.001005203,0.00001331426,0.001709958,0.001732639,0.007659275],"category_scores_gemma":[0.004059969,0.0004531909,0.0001003805,0.0002928565,0.0001378149,0.0002582325,0.000990589,0.003097385,0.0002194717],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801659,"about_ca_system_score_gemma":0.01950412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8470519,"about_ca_topic_score_gemma":0.564898,"domain_scores_codex":[0.9920059,0.0005438031,0.003549356,0.0006655937,0.001612456,0.001622855],"domain_scores_gemma":[0.9923472,0.00152275,0.00204312,0.002185418,0.0009406444,0.0009608192],"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":[0.00009794686,0.0000260325,0.0002325757,0.004629118,0.00005938458,0.00001015218,0.0004630481,7.293968e-7,3.723887e-7,0.003011111,0.9888692,0.002600255],"study_design_scores_gemma":[0.0009655358,0.00007331531,0.0004645782,0.001472706,0.00008970999,0.000002302835,0.00068152,0.000256794,0.000004847388,0.0002553566,0.9953073,0.0004259804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003512278,0.001817215,0.0001674831,0.007018792,0.08465789,0.002704549,0.02176407,0.0004330231,0.8810858],"genre_scores_gemma":[0.00505673,0.009629294,0.009965061,0.04556286,0.06475006,0.0004805,0.1070951,0.0005962371,0.7568642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2821538,"threshold_uncertainty_score":0.999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3518280984554659,"score_gpt":0.4353514067793664,"score_spread":0.08352330832390054,"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."}}