{"id":"W4327786589","doi":"10.1079/searchrxiv.2023.00155","title":"International Credential Equivalency (CINAHL).","year":2023,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Credential; CINAHL; Immigration; Context (archaeology); Workforce; Health care; Public relations; Healthcare system; Health professionals; Political science; Knowledge management; Engineering ethics; Medical education; Medicine; MEDLINE; Computer science; Engineering; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.01177388,0.001922733,0.005357062,0.05610517,0.001712414,0.006732041,0.004022556,0.002356201,0.187233],"category_scores_gemma":[0.09320041,0.001219695,0.002967429,0.06362795,0.001292558,0.005242349,0.00541274,0.002548266,0.02170547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01598803,"about_ca_system_score_gemma":0.06669659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.123625,"about_ca_topic_score_gemma":0.1167637,"domain_scores_codex":[0.9855399,0.002452739,0.005760863,0.0008078905,0.004620757,0.0008178227],"domain_scores_gemma":[0.9625332,0.01470573,0.00449759,0.001342676,0.0151987,0.001722006],"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":[0.0003776605,0.0000577141,0.0006263722,0.3036932,0.0004001571,0.00009608642,0.0003352873,0.0002508623,0.0001264232,0.008234213,0.3658289,0.3199732],"study_design_scores_gemma":[0.0002848754,0.00006340084,0.004120036,0.2294641,0.0004944181,0.0001693429,0.000319446,0.00009866074,0.0001406787,0.003024183,0.7617649,0.00005589285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001826148,0.3078012,0.002164427,0.01111992,0.004185365,0.01153217,0.4133367,0.001370719,0.2466633],"genre_scores_gemma":[0.02029284,0.6665013,0.0227484,0.005016494,0.001012251,0.02111141,0.1957808,0.0009231808,0.06661334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.187233,"threshold_uncertainty_score":0.6263569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033968545306585,"score_gpt":0.5124643276723648,"score_spread":0.4090674731417063,"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."}}