{"id":"W2136701671","doi":"10.1186/1478-4505-9-7","title":"Climate for evidence-informed health systems: A print media analysis in 44 low- and middle-income countries that host knowledge-translation platforms","year":2011,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Canadian Foundation for Healthcare Improvement; University of Ottawa","funders":"McMaster University","keywords":"Knowledge translation; Health policy; Health services research; Jurisdiction; Health administration; Global health; Medicine; Health informatics; Public relations; Focus group; Public health; Political science; Sociology; Nursing; Computer science; Law; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.04766378,0.0003342381,0.001290589,0.003158707,0.002890483,0.0001542636,0.0003920657,0.0003118755,0.00002507554],"category_scores_gemma":[0.006196538,0.0002715026,0.00007774793,0.002907702,0.0004216752,0.0009205915,0.0002129729,0.00091737,0.00006178889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002359171,"about_ca_system_score_gemma":0.01064913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06123026,"about_ca_topic_score_gemma":0.04847651,"domain_scores_codex":[0.9873452,0.003766555,0.003073168,0.0007814557,0.001363486,0.00367017],"domain_scores_gemma":[0.9761035,0.01949935,0.001078147,0.0006296513,0.0008269714,0.001862361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006889412,0.00007538772,0.2779365,0.1203721,0.0001102694,0.000003982806,0.5192525,0.00001102003,0.000003014884,0.07872925,0.001118201,0.00169879],"study_design_scores_gemma":[0.007078391,0.002002352,0.7226342,0.04268409,0.00004955782,0.00002822828,0.1578752,0.022426,0.00001013827,0.0009220795,0.04331188,0.0009779425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203576,0.01701425,0.001448831,0.02870023,0.001416189,0.02735006,0.001680528,0.0002558532,0.001776488],"genre_scores_gemma":[0.9776424,0.01595765,0.0003001025,0.002111792,0.0005149085,0.003184825,0.00003272446,0.00003974286,0.0002158798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4446977,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8982056037289224,"score_gpt":0.7013559176718105,"score_spread":0.1968496860571119,"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."}}