{"id":"W2376675356","doi":"","title":"Comparison and Reflection of the Final Clinical Practice Between Chinese and Canadian 4-year Undergraduate Nursing Education","year":2004,"lang":"en","type":"article","venue":"The Journal of practical nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Medicine; Nursing; Medical education; Psychology; Clinical Practice; Computer science","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":[0.003344892,0.0002125993,0.0002638821,0.002572984,0.003815317,0.002308517,0.001170443,0.0005478979,0.00265164],"category_scores_gemma":[0.02465355,0.0001916031,0.0002794983,0.002750968,0.001647564,0.0006249073,0.001841205,0.0008251411,0.0002313615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02700349,"about_ca_system_score_gemma":0.03366036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.72039,"about_ca_topic_score_gemma":0.8567265,"domain_scores_codex":[0.9970713,0.0005999366,0.0001709906,0.0001820767,0.001292854,0.0006828517],"domain_scores_gemma":[0.980677,0.004274877,0.001490415,0.000399571,0.009187308,0.003970838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005938191,0.000257822,0.3215692,0.000194634,0.00003373264,0.0007838905,0.5574371,0.0001631475,0.001450373,0.001859758,0.007034403,0.1086221],"study_design_scores_gemma":[0.00001659257,0.0001760446,0.7528082,0.00009129389,0.00001845286,0.0002081887,0.2375232,0.0002485474,0.0004655234,0.0001169934,0.008275659,0.00005130313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893349,0.0002387069,0.0001025635,0.0007422427,0.00005062906,0.00002911311,0.00008040365,0.00001120708,0.009410348],"genre_scores_gemma":[0.9966047,0.0001673096,0.0001722404,0.000110333,0.00000634445,0.00001257278,0.00008464592,0.00000562004,0.002836295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27961,"threshold_uncertainty_score":0.5625133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09319512156481652,"score_gpt":0.4690850848502267,"score_spread":0.3758899632854101,"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."}}