{"id":"W2056897484","doi":"10.1097/nnd.0b013e31829aec43","title":"The Helpfulness and Timing of Transition Program Education","year":2013,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing education and management","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Michael Smith Health Research BC; Okanagan College","funders":"","keywords":"Helpfulness; Transition (genetics); Modalities; Variety (cybernetics); Medical education; Psychology; Medicine; Nursing; Computer science; Sociology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004025045,0.00008272687,0.00009513916,0.0001190425,0.0004082529,0.00006668308,0.00009616234,0.00003951892,0.00002568318],"category_scores_gemma":[0.00005808818,0.00005549161,0.00002709456,0.0001016045,0.00005117898,0.0001739916,0.00001166649,0.0001299959,0.000002789956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357289,"about_ca_system_score_gemma":0.0001816788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006116857,"about_ca_topic_score_gemma":0.000006446855,"domain_scores_codex":[0.9990992,0.00005741257,0.0003683755,0.0001039274,0.0001964525,0.0001746234],"domain_scores_gemma":[0.9994146,0.0001029609,0.0001639814,0.00006565241,0.0001957309,0.00005708244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008967685,0.0004898575,0.0002627753,0.00008416121,0.0000106948,7.36849e-8,0.004081753,0.000003866657,0.0002749302,0.0004643627,0.1424178,0.8518201],"study_design_scores_gemma":[0.0006480045,0.0001353795,0.08266784,0.001035502,0.00001773099,0.00002629014,0.009751759,0.0003281929,0.003460641,0.01025272,0.8915213,0.0001545967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7258784,0.0003774104,0.00004815459,0.01502297,0.2561902,0.001987387,7.242368e-7,0.00002256003,0.0004721441],"genre_scores_gemma":[0.8791309,0.00003212475,0.006049383,0.0006487694,0.0002655436,0.001345891,0.00002416677,0.00002821281,0.112475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8516654,"threshold_uncertainty_score":0.3139993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948431460300147,"score_gpt":0.3684792873926345,"score_spread":0.348994972789633,"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."}}