{"id":"W4388452802","doi":"10.3928/01484834-20230906-08","title":"A Concept-Based Approach to Building Clinical Judgment in Nursing","year":2023,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Psychology; Nursing; Clinical judgment; MEDLINE; Medicine; Political science; Medical physics; Law","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":[0.01906997,0.0009066889,0.000605387,0.003455071,0.002779301,0.007138543,0.003440335,0.001897148,0.008647677],"category_scores_gemma":[0.03720076,0.0005507888,0.00140002,0.001877299,0.009397742,0.005476848,0.004839775,0.003621596,0.0009544157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005393181,"about_ca_system_score_gemma":0.01250972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312893,"about_ca_topic_score_gemma":0.00836897,"domain_scores_codex":[0.985209,0.01081416,0.0006212174,0.0006983628,0.002382601,0.0002747557],"domain_scores_gemma":[0.9657251,0.02300882,0.001031501,0.001826033,0.0070044,0.001404044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000815392,0.0005324285,0.00418005,0.0007825961,0.00009191808,0.0003882936,0.02581892,0.005719556,0.001538221,0.7978477,0.01018177,0.1528369],"study_design_scores_gemma":[0.0001179534,0.0003474193,0.002609719,0.001613,0.0001219686,0.0009546135,0.01595014,0.04421066,0.00314837,0.824182,0.1065947,0.0001495846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01562721,0.0004268943,0.9239699,0.008661205,0.000389482,0.001332281,0.0001368007,0.000382868,0.04907336],"genre_scores_gemma":[0.1218068,0.0001771057,0.874154,0.0006972264,0.00004540589,0.0007781539,0.00009027164,0.00004003271,0.002210997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01906997,"threshold_uncertainty_score":0.1008528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614712294003116,"score_gpt":0.5439856655397827,"score_spread":0.3825144361394711,"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."}}