{"id":"W4309080168","doi":"10.1007/s40670-022-01679-7","title":"Scoping Review: Research Training During Medical School","year":2022,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"CLARITY; Medical education; Inclusion (mineral); Curriculum; Thematic analysis; Descriptive statistics; Medical school; Psychology; Training (meteorology); Medicine; Pedagogy; Qualitative research","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05749565,0.0001663877,0.000548297,0.0006507732,0.002102422,0.00004765654,0.001417938,0.0001231177,0.0954749],"category_scores_gemma":[0.6070648,0.0001286658,0.00009715836,0.004341151,0.00258665,0.0001999566,0.001074684,0.004255668,0.0003973049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161622,"about_ca_system_score_gemma":0.2783794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380264,"about_ca_topic_score_gemma":0.00001400453,"domain_scores_codex":[0.9714072,0.0006978594,0.0007336665,0.00081021,0.02293263,0.003418423],"domain_scores_gemma":[0.8256585,0.003507831,0.0002348578,0.002158839,0.001252788,0.1671872],"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":[0.0003791539,0.002340552,0.009008359,0.02666266,0.00003821243,0.005273144,0.003699587,4.178905e-7,0.002877143,0.0005640343,0.6755649,0.2735918],"study_design_scores_gemma":[0.01003464,0.00457541,0.01987677,0.3068558,0.00007240214,0.01063436,0.01684883,0.0009608011,0.001929426,0.0003472063,0.6264412,0.001423172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4704411,0.02301669,0.00001750154,0.489872,0.002061966,0.002659854,0.00000397195,0.0001569794,0.01176996],"genre_scores_gemma":[0.8181173,0.01572975,0.0003603524,0.1566661,0.004000346,0.001491965,0.00001546736,0.00006218626,0.003556486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5495692,"threshold_uncertainty_score":0.9991967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.432618527692677,"score_gpt":0.6120485777701694,"score_spread":0.1794300500774924,"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."}}