{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01488791,0.0006077955,0.0005599511,0.001371542,0.01353486,0.007812772,0.001901303,0.003780042,0.02552272],"category_scores_gemma":[0.02049623,0.0003178135,0.0005808646,0.001858082,0.01227265,0.007160463,0.01956683,0.006299279,0.002964686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005332023,"about_ca_system_score_gemma":0.01069646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024901,"about_ca_topic_score_gemma":0.006731857,"domain_scores_codex":[0.9867393,0.008915066,0.0003111628,0.0005688719,0.002008438,0.00145724],"domain_scores_gemma":[0.9796597,0.009226632,0.001382219,0.001445396,0.001670606,0.006615326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001579828,0.0008797887,0.01648442,0.001014198,0.00004134771,0.007794363,0.6982683,0.0005330469,0.0009705196,0.03154351,0.1096519,0.1326606],"study_design_scores_gemma":[0.000047735,0.0004717354,0.003514992,0.0007975611,0.00002023133,0.004558074,0.4963982,0.0003171366,0.0005925963,0.01040763,0.4828091,0.00006496357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5775948,0.004732059,0.007436002,0.1082979,0.003606823,0.0003883592,0.000199911,0.0005326883,0.2972116],"genre_scores_gemma":[0.9075711,0.0045935,0.002768064,0.03009102,0.000956258,0.0003691882,0.0002226888,0.0003491339,0.05307901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02552272,"threshold_uncertainty_score":0.08538198,"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."}}