{"id":"W2888802861","doi":"10.3928/01484834-20180815-11","title":"Experiential Community Health Assessment Through PechaKucha","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Nursing; Scope of practice; Community health; Psychology; Medical education; Health care; Experiential education; Medicine; Pedagogy; Public health; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025711,0.0000975222,0.0002350088,0.0001937851,0.0004074924,0.00002922454,0.00009904607,0.0000653177,0.0002390055],"category_scores_gemma":[0.0001085096,0.00009207645,0.00007773018,0.00026769,0.0001306969,0.0002334231,0.000005558397,0.0004909916,0.000008216341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794385,"about_ca_system_score_gemma":0.005534233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520356,"about_ca_topic_score_gemma":0.000005611143,"domain_scores_codex":[0.9984154,0.0003142951,0.0006132462,0.00009140038,0.0003868629,0.0001787859],"domain_scores_gemma":[0.9971192,0.0001219143,0.0006579566,0.0003231897,0.001571994,0.0002057177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005191718,0.01222419,0.1074364,0.0003895636,0.0001082171,0.000001469887,0.5407649,0.00003221693,0.002029413,0.003554853,0.1889082,0.1440314],"study_design_scores_gemma":[0.002004724,0.004950389,0.6030644,0.004075815,0.0001461252,0.001053261,0.3616672,0.0002435626,0.003024333,0.007786711,0.01172257,0.0002609536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441582,0.0004043455,0.006314931,0.03641599,0.009170871,0.0002781892,0.000001381945,0.00002450734,0.003231582],"genre_scores_gemma":[0.9686775,0.00001721663,0.02571327,0.002393261,0.003002584,0.000005796452,0.00002526659,0.00001880029,0.0001463397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495628,"threshold_uncertainty_score":0.9817492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351601943590772,"score_gpt":0.5495365414966579,"score_spread":0.4143763471375806,"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."}}