{"id":"W2162944595","doi":"10.1186/s13012-015-0326-x","title":"Education and training for implementation science: our interest in manuscripts describing education and training materials","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Training (meteorology); Curriculum; Work (physics); Health informatics; Medical education; Medicine; Health services research; Health administration; Engineering ethics; Public health; Pedagogy; Sociology; Engineering; Nursing","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":[0.1801809,0.001673592,0.002835957,0.005310628,0.00601705,0.02969689,0.005228492,0.02155457,0.03759408],"category_scores_gemma":[0.598013,0.00119793,0.003433508,0.005462092,0.007583827,0.01807826,0.007220878,0.02220076,0.02498641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008799252,"about_ca_system_score_gemma":0.03314798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006742706,"about_ca_topic_score_gemma":0.001240695,"domain_scores_codex":[0.8166679,0.07696282,0.03423424,0.0055072,0.06071504,0.00591276],"domain_scores_gemma":[0.2701736,0.28089,0.05516523,0.043186,0.3002525,0.05033263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523211,0.000139602,0.0003871591,0.001645549,0.00004228473,0.0002010155,0.0007079776,0.0001242742,0.0004126207,0.006077604,0.9224788,0.06763077],"study_design_scores_gemma":[0.00007653223,0.0001467884,0.0005269711,0.003359866,0.00005716322,0.0005658991,0.0006368399,0.0003342853,0.0008716004,0.008247062,0.98509,0.0000869541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000693135,0.008666056,0.006019515,0.6724663,0.3039096,0.0004005533,0.0002265952,0.0006695558,0.006948724],"genre_scores_gemma":[0.01596589,0.01470521,0.02616377,0.5140182,0.3813316,0.00124834,0.0004788674,0.002370879,0.04371728],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1801809,"threshold_uncertainty_score":0.9528989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7886044086246378,"score_gpt":0.6504294089889567,"score_spread":0.138174999635681,"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."}}