{"id":"W3140023102","doi":"10.2105/ajph.2018.304549","title":"Katz et al. Respond","year":2018,"lang":"en","type":"letter","venue":"American Journal of Public Health","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"University of Michigan; Robert Wood Johnson Foundation","keywords":"Public health; Mental health; Gerontology; Library science; Sociology; Medicine; Nursing; Psychiatry","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":[0.00175388,0.0003751288,0.0004633841,0.0005750846,0.002709039,0.002687231,0.0009547254,0.01996486,0.03360427],"category_scores_gemma":[0.02051091,0.0002177885,0.0005499505,0.0004830155,0.001612155,0.001975046,0.001391611,0.01787073,0.01181828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608795,"about_ca_system_score_gemma":0.003311374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006770825,"about_ca_topic_score_gemma":0.008494853,"domain_scores_codex":[0.9986116,0.0003283035,0.000136661,0.0002297269,0.0003390776,0.0003546395],"domain_scores_gemma":[0.9960243,0.001629153,0.0002210663,0.0001877427,0.001090363,0.0008474419],"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":[0.00001597919,0.00001863989,0.0008356549,0.0000186191,0.000005033522,0.001100343,0.00009374107,0.00002453588,0.00003680677,0.005881661,0.9845498,0.00741918],"study_design_scores_gemma":[0.00004081982,0.00001355641,0.0008852495,0.0001670148,0.000006427432,0.002082633,0.0004182018,0.0001064547,0.0000687698,0.008662309,0.9875316,0.00001692152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000697753,0.0008713885,0.00005642705,0.9702223,0.01011157,0.00001062913,0.00007507212,0.0000257023,0.01792918],"genre_scores_gemma":[0.01252571,0.001287151,0.00009270552,0.9341642,0.01679508,0.00003455112,0.00005572996,0.00002244462,0.03502234],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03360427,"threshold_uncertainty_score":0.1124175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418423817515402,"score_gpt":0.3377925569042732,"score_spread":0.195950175152733,"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."}}