{"id":"W4381715762","doi":"10.1097/nne.0000000000001475","title":"It Takes a Village","year":2023,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"MEDLINE; Medical education; Psychology; Sociology; Library science; Nursing; Political science; Medicine; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000458201,0.0002000382,0.0001859902,0.0002991911,0.0002938714,0.0001593686,0.0002987967,0.0001302928,0.0009536427],"category_scores_gemma":[0.0004915189,0.0002058647,0.0000963374,0.0008415378,0.0001241648,0.0002994547,0.000002575839,0.0002787117,0.006879159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426477,"about_ca_system_score_gemma":0.000243968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009242172,"about_ca_topic_score_gemma":0.00003235051,"domain_scores_codex":[0.9983079,0.0001453366,0.0002375673,0.0003991129,0.0003398612,0.000570189],"domain_scores_gemma":[0.9987091,0.0003423468,0.0001092995,0.0005238398,0.0000844747,0.0002309197],"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":[0.0000876985,0.0002977874,0.004335094,0.00005009224,0.00001778178,0.000003981286,0.0497099,0.000001597314,0.001711164,0.0004174703,0.9348166,0.008550814],"study_design_scores_gemma":[0.00032406,0.00009621588,0.02699413,0.00008932546,0.00007425823,0.0000284383,0.09986503,0.00002290493,0.002847399,0.0008083337,0.8685191,0.000330783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5502541,0.0004036345,0.000008967695,0.3355972,0.04755212,0.0004097297,0.00001153574,0.0009741008,0.06478861],"genre_scores_gemma":[0.967751,0.000006887913,0.0004444912,0.00609469,0.004007013,0.00006793842,0.00006233715,0.00009620998,0.02146944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174969,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010780494881928,"score_gpt":0.3514867229215361,"score_spread":0.3113789179727168,"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."}}