{"id":"W2615137146","doi":"10.36834/cmej.36849","title":"An examination of Eyal & Hurst’s (2008) framework for promoting retention in resource-poor settings through locally-relevant training: A case study for the University of Guyana Surgical Training Program","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Resource (disambiguation); Constructivist grounded theory; Health care; Medical education; Knowledge management; Medicine; Business; Psychology; Sociology; Computer science; Qualitative research; Economic growth; Social science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004994108,0.0001141389,0.0003441348,0.0001673745,0.000750458,0.00003813688,0.000231879,0.000227396,0.0002047044],"category_scores_gemma":[0.01635623,0.00009620666,0.0001179286,0.0001525403,0.0002424628,0.0001441851,0.000007823104,0.0005562931,3.256954e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393997,"about_ca_system_score_gemma":0.01393035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0059581,"about_ca_topic_score_gemma":0.02704182,"domain_scores_codex":[0.9980843,0.0002122664,0.0005614102,0.0002186112,0.0004501578,0.0004732583],"domain_scores_gemma":[0.9963582,0.0004232764,0.0005001517,0.0002680267,0.0005082011,0.001942148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002764825,0.0007095207,0.002425137,0.0002505018,0.00005072136,0.0004458748,0.0555796,0.00000417083,0.000002714771,0.0005597004,0.002765304,0.9369303],"study_design_scores_gemma":[0.007459396,0.003337866,0.05596586,0.003771147,0.0003901911,0.009854239,0.6550369,0.01016537,0.000005172343,0.0009422727,0.2527128,0.0003587048],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672371,0.0001631458,0.00226075,0.02776824,0.000506892,0.001872802,0.00001718151,0.00001059277,0.0001633414],"genre_scores_gemma":[0.9909181,0.00001301813,0.007643863,0.0008402526,0.0004742761,0.00002618574,0.00002875645,0.00001466869,0.0000408519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9365715,"threshold_uncertainty_score":0.9919294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06472955236026738,"score_gpt":0.3731681990099718,"score_spread":0.3084386466497044,"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."}}