{"id":"W2795222229","doi":"10.36834/cmej.43343","title":"A review of methods to assess the economic impact of distributed medical education (DME) in Canada","year":2018,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; McMaster University; Université du Québec à Trois-Rivières; University of Alberta; Université de Montréal; Brandon University","funders":"University of Alberta; McMaster University","keywords":"Computer science; Data science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01787668,0.002178873,0.00303284,0.01600629,0.00144809,0.004302964,0.003049384,0.001520859,0.005752234],"category_scores_gemma":[0.05421473,0.0007644195,0.002623698,0.02181735,0.002247941,0.002335839,0.001568057,0.001903335,0.0006638014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0221036,"about_ca_system_score_gemma":0.05214402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4207365,"about_ca_topic_score_gemma":0.5013874,"domain_scores_codex":[0.9871522,0.003745877,0.001706901,0.0007109555,0.006338557,0.0003454992],"domain_scores_gemma":[0.9438632,0.03882358,0.003363856,0.0008574654,0.01263815,0.000453705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006654892,0.00005398973,0.001795393,0.1234974,0.0006760239,0.00008955118,0.00047869,0.00188463,0.0001746408,0.01139299,0.01679925,0.843091],"study_design_scores_gemma":[0.00004893057,0.0001170995,0.01474539,0.2371791,0.002516622,0.000386224,0.0008358856,0.001797495,0.0008909152,0.008167502,0.7331158,0.000198922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000429029,0.9878299,0.003448488,0.001595929,0.0003099436,0.0002150753,0.0006095802,0.00003033399,0.005531777],"genre_scores_gemma":[0.005782939,0.9855391,0.00735885,0.0003388596,0.00008769945,0.0001973584,0.000197302,0.00001762406,0.0004803122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5792636,"threshold_uncertainty_score":0.836575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919380294767181,"score_gpt":0.4999912350473942,"score_spread":0.4407974320997224,"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."}}