{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044646,0.0006632159,0.0003592805,0.0005360495,0.01243101,0.007316428,0.0007449506,0.002218582,0.11333],"category_scores_gemma":[0.004223049,0.0004330397,0.0004508839,0.000449747,0.004373863,0.006530887,0.007043797,0.006622877,0.04837658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933729,"about_ca_system_score_gemma":0.003491619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614771,"about_ca_topic_score_gemma":0.03670711,"domain_scores_codex":[0.9984735,0.0004684952,0.00003474552,0.0003000153,0.0004200025,0.0003032682],"domain_scores_gemma":[0.9979487,0.0001841545,0.00009366726,0.0001451303,0.0004685798,0.001159819],"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":[0.00002076786,0.00003096849,0.0006329138,0.00006022109,0.000008480261,0.0003445859,0.006398086,0.00003105745,0.0002132486,0.016706,0.9502614,0.02529236],"study_design_scores_gemma":[0.000004191426,0.00001331667,0.000329838,0.00007662183,0.000002203257,0.0001528838,0.006125685,0.00001453178,0.00003180131,0.001345958,0.9918961,0.000006873346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009934887,0.006859868,0.002934667,0.2448925,0.057573,0.0001239918,0.000276216,0.0006785822,0.6767263],"genre_scores_gemma":[0.04937574,0.003025507,0.0008140554,0.05318744,0.002684196,0.00006650649,0.0001427614,0.0004011915,0.8903027],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.11333,"threshold_uncertainty_score":0.3791267,"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."}}