{"id":"W2595809667","doi":"10.1002/14651858.cd004398.pub2","title":"Printed educational materials: effects on professional practice and health care outcomes","year":2008,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hôpital Saint-François d'Assise; Agriculture Food and Rural Development; University of Alberta","funders":"","keywords":"Medicine; Family medicine; Health care; Alternative medicine; Nursing; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007871258,0.001575431,0.0168592,0.0006673374,0.0002703405,0.00007896617,0.0009908188,0.0002977399,0.0001593444],"category_scores_gemma":[0.02312136,0.0009393212,0.000874884,0.000696159,0.0001599986,0.0004431506,0.0003985223,0.0006291601,0.004306726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007727828,"about_ca_system_score_gemma":0.002316595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005754273,"about_ca_topic_score_gemma":0.000006946648,"domain_scores_codex":[0.9756655,0.01362452,0.007145399,0.001281075,0.001691035,0.0005924753],"domain_scores_gemma":[0.9740781,0.009086083,0.01257052,0.003241892,0.000619442,0.0004039167],"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":[0.00001382712,0.0003222521,0.000001039783,0.9605837,0.0004019979,0.00002061645,0.0003848843,1.119956e-8,0.000002447678,0.0006380329,0.02546819,0.01216299],"study_design_scores_gemma":[0.000328231,0.00008710962,0.000004401934,0.693314,0.001617174,0.0007573758,0.00008887289,1.156508e-7,0.000003087279,9.846485e-7,0.3033226,0.0004760882],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001899266,0.9604142,0.000006680149,0.0001890851,0.001492799,0.03360149,0.004059221,0.00006138891,0.0001732732],"genre_scores_gemma":[0.000001160519,0.9767878,0.002653677,0.0002729433,0.0002864337,0.008270131,0.01119813,0.0002669656,0.0002627636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2778544,"threshold_uncertainty_score":0.9996994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130003949491654,"score_gpt":0.4754909963051879,"score_spread":0.3454870468135339,"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."}}