{"id":"W6958552480","doi":"10.6084/m9.figshare.16986528","title":"Additional file 4 of First steps towards international competency goals for residency training: a qualitative comparison of 3 regional standards in anesthesiology","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Competence (human resources); Anesthesiology; Qualitative research; Accreditation; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001593677,0.00007392512,0.0002706111,0.00004585398,0.00007147567,0.00001043419,0.0002297476,0.00009687276,0.9263572],"category_scores_gemma":[0.02636909,0.00007860496,0.0001020793,0.00015906,0.00009400032,0.000100287,0.00003707134,0.00008731521,0.00001826961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105872,"about_ca_system_score_gemma":0.002074709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001890432,"about_ca_topic_score_gemma":0.004224099,"domain_scores_codex":[0.9986126,0.0001653557,0.0003511267,0.0001658633,0.0005002809,0.000204769],"domain_scores_gemma":[0.9932944,0.005466728,0.0002443138,0.00007866311,0.0008553926,0.00006051205],"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":[0.000033956,0.00006207359,0.00005094734,0.00005311338,0.00001304353,0.000003548807,0.01895536,0.000001494647,0.000001181761,0.0187903,0.9614608,0.0005742133],"study_design_scores_gemma":[0.000230189,0.00006870404,0.01699957,0.001356936,0.000001956369,7.331611e-7,0.01164656,0.00004162464,0.00003968852,0.004746951,0.9647814,0.00008570264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002491236,0.00008232427,0.000001538493,0.001090031,0.00002465906,0.000112428,0.9710599,0.000008029332,0.02737197],"genre_scores_gemma":[0.116657,0.000005250831,0.002302361,0.0002450982,0.00024177,0.0006577757,0.8771654,0.00001198192,0.002713342],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.926339,"threshold_uncertainty_score":0.9818322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997528405551885,"score_gpt":0.4439164335636813,"score_spread":0.2441635930084928,"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."}}