{"id":"W4404886168","doi":"10.1097/nnd.0000000000001108","title":"Transition to Practice","year":2024,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; HEC Montréal","funders":"","keywords":"Transition (genetics); Inclusion (mineral); Nursing; Qualitative research; Perception; Psychology; Medical education; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00381068,0.0002483359,0.0002762906,0.0004609819,0.004557347,0.003449579,0.001313303,0.001785313,0.05286383],"category_scores_gemma":[0.01796643,0.0002723171,0.000487859,0.0004794611,0.001877527,0.002687936,0.006975148,0.004633768,0.01463494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432023,"about_ca_system_score_gemma":0.01234647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003419365,"about_ca_topic_score_gemma":0.008083378,"domain_scores_codex":[0.9958798,0.001528708,0.0001652186,0.0005212279,0.000685261,0.001219767],"domain_scores_gemma":[0.9819004,0.001824163,0.0006712188,0.0008453589,0.002375575,0.01238333],"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":[0.0003035621,0.001891919,0.01996224,0.0007697626,0.00002129378,0.003241993,0.07611389,0.0001605094,0.001245823,0.01793006,0.3147866,0.5635723],"study_design_scores_gemma":[0.00009950934,0.001057945,0.0224957,0.002223111,0.00001544019,0.003713652,0.09669703,0.0002069985,0.0004483289,0.01056472,0.8624277,0.00004981133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3028095,0.009625734,0.01792867,0.09288668,0.0101815,0.002183558,0.0006095225,0.001264923,0.5625098],"genre_scores_gemma":[0.7096541,0.006096883,0.01736678,0.03315534,0.000669188,0.001632702,0.0005581057,0.0003203339,0.2305466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05286383,"threshold_uncertainty_score":0.1768472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292332945559812,"score_gpt":0.4094097634160641,"score_spread":0.3864864339604659,"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."}}