{"id":"W4387993693","doi":"10.1097/nnd.0000000000001005","title":"Driving Value in a Nurse Residency Program","year":2023,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Value (mathematics); Psychology; MEDLINE; Medical education; Nursing; Medicine; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579571,0.0001514356,0.0002151159,0.0009548191,0.006876633,0.001952637,0.001139519,0.001367435,0.01493461],"category_scores_gemma":[0.007061912,0.0002938507,0.0002602031,0.0007289654,0.0005509993,0.001242846,0.00213503,0.001798647,0.001721537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067854,"about_ca_system_score_gemma":0.0197863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04924103,"about_ca_topic_score_gemma":0.2619791,"domain_scores_codex":[0.9980063,0.0004642651,0.00006548218,0.00009310099,0.0006147174,0.0007561651],"domain_scores_gemma":[0.9874982,0.0004678745,0.0003516918,0.00007029186,0.001654309,0.009957544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346847,0.004782073,0.4849614,0.000138929,0.00004102501,0.001964067,0.006195803,0.0002694105,0.0004182981,0.001251132,0.2131548,0.2865883],"study_design_scores_gemma":[0.00009846094,0.002303609,0.7436909,0.0006344769,0.00006586134,0.002051216,0.1252807,0.001283053,0.0007359492,0.001241865,0.1225174,0.00009655974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575104,0.0008816575,0.0001458713,0.07347164,0.001987746,0.0001730224,0.0003630177,0.0001047571,0.06536181],"genre_scores_gemma":[0.9469217,0.001061429,0.0005132903,0.00813296,0.0004311954,0.0001049774,0.0003775702,0.00004270801,0.04241417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04924103,"threshold_uncertainty_score":0.09790885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06436357249243478,"score_gpt":0.5117673962407765,"score_spread":0.4474038237483417,"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."}}