{"id":"W4226051358","doi":"10.1177/23821205221096372","title":"Novel Strategy to Determine Practice in a Neonatal Intensive Care Unit in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; B.C. Women's Hospital & Health Centre","funders":"","keywords":"Neonatal intensive care unit; Intensive care unit; Intensive care medicine; Medicine; Nursing; Pediatrics","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":[0.002283108,0.0003708141,0.0003649279,0.00399116,0.00458218,0.002348182,0.002426652,0.0008537804,0.003122793],"category_scores_gemma":[0.01173234,0.0003685995,0.0004581126,0.004408269,0.000837973,0.0009888894,0.002692157,0.001173518,0.0004238203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.063588,"about_ca_system_score_gemma":0.2188785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856882,"about_ca_topic_score_gemma":0.9939463,"domain_scores_codex":[0.9961249,0.0006882279,0.0003625167,0.0003933191,0.00111075,0.001320182],"domain_scores_gemma":[0.9833632,0.0008220486,0.001335153,0.0001957143,0.01057936,0.003704407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001094107,0.0005276596,0.9276543,0.0002449155,0.00004298165,0.0003043645,0.008788244,0.0005245196,0.0005761471,0.001089472,0.01099035,0.04914762],"study_design_scores_gemma":[0.00007977294,0.0003174415,0.9360548,0.000430634,0.00007249636,0.0001644796,0.04541169,0.004604434,0.0008685906,0.00038137,0.01155934,0.0000548434],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646212,0.000860668,0.003070399,0.008496903,0.0001581379,0.002927076,0.004658177,0.0001102114,0.01509716],"genre_scores_gemma":[0.9797825,0.0006588395,0.01040404,0.001476533,0.00004701231,0.001301015,0.001261608,0.00002478116,0.005043651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.063588,"threshold_uncertainty_score":0.4613654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237469767714838,"score_gpt":0.3969538264843367,"score_spread":0.3545791288071883,"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."}}