{"id":"W6958397390","doi":"10.6084/m9.figshare.24264614","title":"Additional file 1 of Systems that evaluate international equivalency in health-related professions: a scoping review with a focus on Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Focus (optics); Key (lock); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00556574,0.001567592,0.003097822,0.02020044,0.001542378,0.003326417,0.002476708,0.001710159,0.7953819],"category_scores_gemma":[0.08722871,0.0008781948,0.003024674,0.03668537,0.0005857585,0.004232757,0.002695551,0.001022048,0.06006966],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007956377,"about_ca_system_score_gemma":0.02028449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07553086,"about_ca_topic_score_gemma":0.1303012,"domain_scores_codex":[0.9953708,0.0006978636,0.00214889,0.0004934376,0.0009570465,0.0003318696],"domain_scores_gemma":[0.8977146,0.06534387,0.01022794,0.002381206,0.02314307,0.001189288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007521555,0.00005325961,0.001880642,0.1577933,0.0002486974,0.00007530757,0.0002819181,0.0002876984,0.0001287057,0.002382417,0.81437,0.02174591],"study_design_scores_gemma":[0.005481218,0.0002480603,0.0354303,0.100509,0.001520755,0.000224522,0.001026407,0.0005563659,0.0004169622,0.004552226,0.8498546,0.0001795662],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001178529,0.0001986144,0.00009493006,0.0001936856,0.00002770305,0.0008960292,0.9961128,0.00008686674,0.002271561],"genre_scores_gemma":[0.007682797,0.003010645,0.008444406,0.00107904,0.0001915445,0.03523779,0.9206231,0.0005172253,0.02321356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920436,"threshold_uncertainty_score":0.2918628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095822528666153,"score_gpt":0.3948671740879682,"score_spread":0.2852849212213528,"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."}}