{"id":"W7005030177","doi":"","title":"Organisation des soins dans les unités néonatales québécoises : comparaison et validation des outils d'évaluation de la charge de travail du personnel infirmier et leur association avec les issues de santé des grands prématurés","year":2021,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilator weaning; Intensive care; Occupational training","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":[0.01281204,0.0006881091,0.0008471108,0.00259689,0.002391549,0.002630135,0.001784316,0.0006467828,0.001879968],"category_scores_gemma":[0.03306932,0.0004302155,0.0009127259,0.004953125,0.001162897,0.001276705,0.002433324,0.001053052,0.000314593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02505627,"about_ca_system_score_gemma":0.03733487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.88126,"about_ca_topic_score_gemma":0.9126998,"domain_scores_codex":[0.9910823,0.00305686,0.001156322,0.0007841305,0.002795841,0.001124635],"domain_scores_gemma":[0.9673914,0.003685633,0.009452291,0.001052847,0.01575111,0.002666664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267082,0.00004430898,0.9736248,0.0005649936,0.0001417129,0.0000783131,0.004895169,0.0001647103,0.0001457461,0.0001527476,0.001367406,0.01869346],"study_design_scores_gemma":[0.000005288421,0.00009852732,0.99318,0.0006417813,0.00004877168,0.00002599155,0.004011088,0.0001645939,0.00009801889,0.0000239784,0.001687926,0.00001405657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977852,0.007060335,0.001489853,0.001850514,0.0001215643,0.0008887146,0.005154261,0.00002795121,0.005554867],"genre_scores_gemma":[0.9861656,0.004041373,0.003050554,0.0005866457,0.00004041321,0.001052601,0.002396677,0.00002203448,0.002644063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11874,"threshold_uncertainty_score":0.2388785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530262133580755,"score_gpt":0.2556848365216668,"score_spread":0.2403822151858592,"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."}}