{"id":"W2152837087","doi":"10.2105/ajph.93.3.371","title":"Consuming Research, Producing Policy?","year":2003,"lang":"en","type":"review","venue":"American Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Public health; Health policy; Public relations; Psychology; Public policy; Sociology; Political science; Medicine; Nursing; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01632595,0.0009474267,0.001886484,0.004632457,0.001869371,0.01055249,0.001857536,0.008277041,0.002617604],"category_scores_gemma":[0.02897982,0.0007264948,0.0006576144,0.008653467,0.01127743,0.01463963,0.002518337,0.005696636,0.001897168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007457583,"about_ca_system_score_gemma":0.01838562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009532943,"about_ca_topic_score_gemma":0.01436905,"domain_scores_codex":[0.9775026,0.01600282,0.000857828,0.001038135,0.004074545,0.0005240844],"domain_scores_gemma":[0.9821121,0.01268695,0.001824325,0.0006953481,0.002229426,0.0004519688],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004668223,0.00005494602,0.0004399785,0.01166038,0.0001045117,0.0002399941,0.004061493,0.0003262018,0.0003127667,0.345719,0.1701838,0.4668504],"study_design_scores_gemma":[0.000023357,0.00003294427,0.0005997458,0.01188681,0.00004858837,0.0003596356,0.004442519,0.0000960637,0.0002334207,0.100332,0.8819171,0.00002784645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001685452,0.8754558,0.0006724396,0.1166723,0.002474736,0.00001057966,0.000006648675,0.00001631276,0.00452262],"genre_scores_gemma":[0.009473772,0.9588094,0.001238679,0.02517486,0.002830935,0.00004683937,0.000009312976,0.00001216018,0.002403962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983674,"threshold_uncertainty_score":0.0863409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4490423972650594,"score_gpt":0.5876471702378506,"score_spread":0.1386047729727912,"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."}}