{"id":"W4230304840","doi":"10.1002/14651858.cd000125.pub5","title":"Local opinion leaders: effects on professional practice and healthcare outcomes","year":2019,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto","funders":"","keywords":"Opinion leadership; Health care; Health professionals; Public relations; Psychology; Business; Nursing; Medicine; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01979234,0.0008886487,0.003955999,0.002888111,0.0005482539,0.002692178,0.001178001,0.002550367,0.01176588],"category_scores_gemma":[0.08756186,0.0004142917,0.008102816,0.002292934,0.00111164,0.002666862,0.002044912,0.002140787,0.0005233283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042928,"about_ca_system_score_gemma":0.003409433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705489,"about_ca_topic_score_gemma":0.004803394,"domain_scores_codex":[0.9708991,0.02058802,0.00395608,0.001332634,0.002605435,0.0006187545],"domain_scores_gemma":[0.9327596,0.0531967,0.00938342,0.0005612581,0.002978604,0.001120467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.03876822,0.001261272,0.009273752,0.5955616,0.05480504,0.0002896976,0.002542154,0.0005307501,0.0006579267,0.001872787,0.003942432,0.2904944],"study_design_scores_gemma":[0.06263902,0.03555712,0.1084101,0.3640888,0.3666678,0.0008028509,0.005249855,0.001514561,0.00268089,0.007019056,0.04506429,0.0003056894],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09642819,0.8816147,0.001302688,0.004745524,0.001318616,0.003261616,0.001520367,0.00007801582,0.009730378],"genre_scores_gemma":[0.7397348,0.2454575,0.003694882,0.003010801,0.0008422683,0.004569461,0.0006451671,0.00004184746,0.002003265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01979234,"threshold_uncertainty_score":0.1046731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2781275344578087,"score_gpt":0.5493794955352443,"score_spread":0.2712519610774357,"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."}}