{"id":"W1982298309","doi":"10.1111/j.1547-5069.2001.00083.x","title":"An Exploratory Study of Clinical Decision‐Making in Five Countries","year":2001,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Nursing education and management","field":"Nursing","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of Manitoba","funders":"","keywords":"Cognition; Nursing; Sample (material); Psychology; Exploratory research; Residence; Acute care; Clinical decision making; Nursing care; Medicine; Health care; Family medicine","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":[0.009486125,0.0005148808,0.0006380213,0.001593493,0.004070341,0.002806143,0.0007546904,0.0009318122,0.00146566],"category_scores_gemma":[0.01812514,0.0006836812,0.0005738947,0.002241857,0.002643729,0.002095221,0.002881554,0.00149952,0.000168861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142309,"about_ca_system_score_gemma":0.00399653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007994958,"about_ca_topic_score_gemma":0.01074343,"domain_scores_codex":[0.99195,0.006101158,0.00036637,0.0002950978,0.0003236494,0.0009636876],"domain_scores_gemma":[0.9827524,0.01124597,0.002662121,0.0004871309,0.001274492,0.001577941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006630924,0.00228909,0.3792043,0.0004415214,0.0000840748,0.001599399,0.5902779,0.0005358789,0.0005552827,0.001350583,0.0006633371,0.0223356],"study_design_scores_gemma":[0.0001407487,0.001505644,0.2173904,0.0002582764,0.00003005893,0.0006426502,0.7740286,0.0006800361,0.0004251841,0.0004107434,0.004433209,0.00005439938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999358,0.00005243178,0.00008734452,0.0000508403,0.000002041906,0.00005668876,0.00002353374,9.166382e-7,0.0003682608],"genre_scores_gemma":[0.9990864,0.00009895044,0.0004269584,0.00009666267,0.000002316222,0.0001340924,0.00005071932,0.000001438194,0.0001025625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009486125,"threshold_uncertainty_score":0.05016804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258531885348997,"score_gpt":0.478497607031611,"score_spread":0.3526444184967114,"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."}}