{"id":"W1906267668","doi":"","title":"Facilitators and barriers to implementing quality measurement in primary mental health care: Systematic review.","year":2010,"lang":"en","type":"review","venue":"PubMed","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"CINAHL; PsycINFO; Mental health; MEDLINE; Quality (philosophy); Inclusion (mineral); Health care; Relevance (law); Medicine; Quality management; Medical education; Nursing; Psychology; Psychological intervention; Psychiatry; Operations management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04737364,0.0005805425,0.004237592,0.0005685489,0.0011547,0.00003436554,0.0006186052,0.0002667394,0.00008191461],"category_scores_gemma":[0.01442399,0.0004779728,0.0002232042,0.001081308,0.00007039272,0.0001856026,0.0005300791,0.001388032,0.0000949251],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006421546,"about_ca_system_score_gemma":0.006163044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008356831,"about_ca_topic_score_gemma":0.00322354,"domain_scores_codex":[0.9785312,0.009724834,0.006415789,0.001019501,0.001754547,0.002554098],"domain_scores_gemma":[0.992756,0.001279813,0.002506523,0.0009420323,0.0002833643,0.002232255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001505737,0.000003227266,0.0002263784,0.7925869,0.0000190734,3.964869e-7,0.004710436,1.161584e-9,1.988823e-8,0.00003837578,0.004985419,0.1974283],"study_design_scores_gemma":[0.0003099938,0.00001426091,0.001098585,0.1818947,0.00009992204,0.000002069659,0.001745371,1.798429e-8,1.811293e-8,0.000002616797,0.8145121,0.000320386],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002194432,0.9414788,0.00001079157,0.005134823,0.0007766513,0.05100878,0.0008688258,0.0000725206,0.0006268893],"genre_scores_gemma":[0.00002488122,0.9065344,0.0001671084,0.03373894,0.00009335514,0.05920674,0.00007022788,0.00005404974,0.0001102767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8095267,"threshold_uncertainty_score":0.9997672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5163920588734126,"score_gpt":0.6263774166953288,"score_spread":0.1099853578219162,"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."}}