{"id":"W3184569831","doi":"10.1097/nne.0000000000001066","title":"Scientific Global Nursing Hackathon Experience","year":2021,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brainstorming; Variety (cybernetics); Process (computing); Health care; Psychology; Nursing; Medical education; Sociology; Computer science; Medicine; 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":[0.00004758098,0.0001038098,0.00008732504,0.00003346384,0.00007589347,0.0001107684,0.0001118835,0.00006771815,0.0003252505],"category_scores_gemma":[0.0000441161,0.000109791,0.0000369336,0.0005262824,0.0001034446,0.0001139782,0.000005279352,0.00009309594,0.0002162702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075141,"about_ca_system_score_gemma":0.0001328062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002111083,"about_ca_topic_score_gemma":0.000001317427,"domain_scores_codex":[0.9992348,0.000007830491,0.0001170665,0.000211657,0.0001631152,0.0002655094],"domain_scores_gemma":[0.9995292,0.000009651006,0.000008072774,0.0002149323,0.00004935828,0.0001887534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006787783,0.001013834,0.004372989,0.0004890984,0.00005550613,0.00003033148,0.02286786,0.0007616801,0.1141188,0.006817598,0.5060607,0.3434048],"study_design_scores_gemma":[0.0006723166,0.00003922392,0.09425292,0.001021994,0.00007108665,0.0003491935,0.01963182,0.01180544,0.1383927,0.003002065,0.7291966,0.001564598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688233,0.002377146,0.001363034,0.0005903621,0.01917264,0.00004510588,0.000008790137,0.0003777557,0.007241907],"genre_scores_gemma":[0.9962545,0.00001027181,0.002225426,0.00003733683,0.0005442653,0.00001939838,0.00002198197,0.00001578794,0.0008710249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3418402,"threshold_uncertainty_score":0.4477147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009071258850151715,"score_gpt":0.2693538632772082,"score_spread":0.2602826044270565,"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."}}