{"id":"W3038074008","doi":"10.3928/00220124-20200611-08","title":"Assessment of Continuing Education Needs Among Critical Care Nurses in Remote Québec, Canada","year":2020,"lang":"en","type":"article","venue":"The Journal of Continuing Education in Nursing","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Canadian Institutes of Health Research","keywords":"Continuing education; Scale (ratio); Nursing; Psychology; Medicine; Medical education; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003069029,0.0001221198,0.0003809574,0.0002158642,0.00004018472,0.00001245355,0.0001258447,0.00004234309,0.0000195377],"category_scores_gemma":[0.0007272101,0.00009937696,0.000067073,0.000390973,0.0001122839,0.0001286944,0.000009492276,0.0003899241,1.463552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006419114,"about_ca_system_score_gemma":0.003047014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1011378,"about_ca_topic_score_gemma":0.08842757,"domain_scores_codex":[0.9985093,0.0001475454,0.0007294256,0.00009024669,0.0003378522,0.0001856184],"domain_scores_gemma":[0.9985664,0.0002207717,0.0003202547,0.0001237287,0.0006602677,0.0001085946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001304899,0.0002003793,0.3208239,0.0002753825,0.00002215199,0.000003975273,0.1254312,0.0001098332,0.002917635,0.000180953,0.005216568,0.5446876],"study_design_scores_gemma":[0.000439798,0.0001189949,0.6553628,0.005931346,0.0001566697,0.00003428491,0.3361054,0.0001109774,0.0004704848,0.0000521549,0.001122764,0.0000943739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736791,0.006535322,0.00008922616,0.01154665,0.002796098,0.0001875774,0.000001086041,0.000005472374,0.005159501],"genre_scores_gemma":[0.9985526,0.0001074155,0.0005491927,0.0002174583,0.0004508077,0.00000166406,0.000002277894,0.0000151849,0.0001033727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445932,"threshold_uncertainty_score":0.9282063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079863681688814,"score_gpt":0.3478121838514858,"score_spread":0.3370135470345976,"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."}}