{"id":"W2969586990","doi":"10.1186/s12961-019-0479-1","title":"Understanding the supports needed for policy implementation: a comparative analysis of the placement of intermediaries across three mental health systems","year":2019,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Pierre Elliott Trudeau Foundation","keywords":"Health services research; Mental health; Health administration; Public health; Health policy; Intermediary; Social policy; Health informatics; Health economics; Policy analysis; Medicine; Political science; Business; Nursing; Psychiatry; Public administration; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02014396,0.0003083619,0.0007584608,0.005761896,0.009240636,0.01027007,0.001849545,0.001628237,0.008321868],"category_scores_gemma":[0.06225168,0.0005497037,0.0006263673,0.006920784,0.009851893,0.009750122,0.01403107,0.001943549,0.0002762848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03437975,"about_ca_system_score_gemma":0.03526711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08892585,"about_ca_topic_score_gemma":0.1342843,"domain_scores_codex":[0.9771867,0.01398868,0.001056971,0.0008633239,0.002226284,0.004678024],"domain_scores_gemma":[0.9588674,0.02675944,0.006346526,0.00126967,0.003228648,0.003528321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00047962,0.0002037137,0.1001448,0.001226211,0.0001322107,0.0009807968,0.8276959,0.0002960036,0.00040561,0.02744409,0.0009207844,0.04007021],"study_design_scores_gemma":[0.00005044117,0.0001779857,0.1108981,0.001003949,0.0001222564,0.0001331199,0.8724018,0.0003960449,0.0001877859,0.002677126,0.01191959,0.00003174846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773856,0.0009992041,0.0009480384,0.003184037,0.00002881172,0.0003143338,0.0002008638,0.000008483314,0.01693065],"genre_scores_gemma":[0.9983542,0.0004208548,0.0005624344,0.0001377718,0.000005503434,0.00009138758,0.0000578554,0.000004918322,0.0003651232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08892585,"threshold_uncertainty_score":0.2494437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7963745786537466,"score_gpt":0.6544311212051043,"score_spread":0.1419434574486423,"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."}}