{"id":"W2070800796","doi":"10.1097/ede.0b013e31826d078d","title":"Commentary","year":2012,"lang":"en","type":"article","venue":"Epidemiology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005423565,0.0009914223,0.001195044,0.002035982,0.003656537,0.006932428,0.004645242,0.01448858,0.3746978],"category_scores_gemma":[0.0474138,0.0005466674,0.00177872,0.001583101,0.002335597,0.005355686,0.004072485,0.01139853,0.1460981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005391086,"about_ca_system_score_gemma":0.01459189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006773356,"about_ca_topic_score_gemma":0.00781955,"domain_scores_codex":[0.9940463,0.001351556,0.0003883006,0.0009519378,0.00228181,0.0009800508],"domain_scores_gemma":[0.9797168,0.006758056,0.0007332524,0.001506393,0.008248189,0.003037346],"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":[0.00001838775,0.000005019227,0.00002936471,0.0001749878,0.00000394302,0.00005894109,0.00003822014,0.00001000451,0.00001518388,0.003319627,0.9874958,0.008830488],"study_design_scores_gemma":[0.00001240713,0.000005102316,0.00009374162,0.0006037023,0.000004846456,0.00009280833,0.00007023863,0.00001353789,0.00002887014,0.001995048,0.9970746,0.000005086139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003593212,0.0124088,0.0006856311,0.50125,0.2981512,0.0001981821,0.003478435,0.0004288189,0.1830395],"genre_scores_gemma":[0.006118284,0.01175197,0.0007791717,0.5939474,0.09543487,0.000433122,0.002836496,0.0005632963,0.2881355],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3746978,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475273053619065,"score_gpt":0.4605738021620733,"score_spread":0.3130464968001668,"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."}}