{"id":"W4403562279","doi":"10.1111/jan.16497/v2/review2","title":"Review for \"Sociodemographic Characteristics of Internationally Educated Nurses Associated With Successful Outcomes in Canada: Quantitative Analysis\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0362315,0.001193369,0.003719837,0.01958822,0.007425353,0.007101833,0.005342152,0.002907631,0.03370969],"category_scores_gemma":[0.2150023,0.001009235,0.002999009,0.02631825,0.003782828,0.002333974,0.003424279,0.002133729,0.005519947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03357963,"about_ca_system_score_gemma":0.2952951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8357061,"about_ca_topic_score_gemma":0.9243743,"domain_scores_codex":[0.9733509,0.004154306,0.0043418,0.0009053512,0.0154531,0.001794462],"domain_scores_gemma":[0.5966992,0.08448768,0.01758369,0.005662406,0.2853914,0.01017562],"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":[0.00008095904,0.00004787602,0.003569076,0.03299627,0.0004223773,0.0000656394,0.0005729119,0.00003506458,0.00004873767,0.0006241442,0.9015226,0.06001432],"study_design_scores_gemma":[0.0004221115,0.00008103003,0.1189772,0.1971778,0.002945475,0.0001638156,0.002609058,0.0001300052,0.0001809516,0.0007180585,0.6764234,0.0001711107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01038228,0.5149471,0.001590184,0.2047755,0.06089934,0.01080861,0.136227,0.0008788248,0.05949115],"genre_scores_gemma":[0.08590061,0.6410999,0.01027418,0.08466351,0.01300471,0.01644249,0.06496569,0.0009717752,0.08267709],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1642939,"threshold_uncertainty_score":0.3305228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06698236964550502,"score_gpt":0.4730851090614904,"score_spread":0.4061027394159853,"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."}}