{"id":"W3128621084","doi":"10.5737/23688076311311","title":"Building competency in hematopoietic stem cell transplant coordination: Evaluating the effectiveness of a learning pathway for nurses new to this role","year":2021,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Hospital; Juravinski Cancer Centre; McMaster University Medical Centre; University Health Network","funders":"","keywords":"Preceptor; Orientation (vector space); Medicine; Nursing; Intervention (counseling); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013533,0.0001536778,0.0004803423,0.0003130811,0.0002602545,0.00002993534,0.0001261322,0.0001557468,0.0000809428],"category_scores_gemma":[0.0001484881,0.000135745,0.0001135639,0.0003943026,0.00006207779,0.00005770241,0.000003239075,0.0004921036,0.000004142506],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604343,"about_ca_system_score_gemma":0.007640218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466519,"about_ca_topic_score_gemma":0.001491392,"domain_scores_codex":[0.9977728,0.0007952926,0.0005103978,0.000240509,0.0002434243,0.0004376371],"domain_scores_gemma":[0.9974856,0.001469182,0.0001625426,0.0001425161,0.0002829383,0.0004572696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002227545,0.0005110019,0.02677424,0.001873733,0.0002131088,0.001558846,0.07881278,0.007163661,0.6676033,0.007681286,0.0006979198,0.2048826],"study_design_scores_gemma":[0.03826305,0.01308454,0.07289728,0.0725732,0.002660382,0.04267977,0.06799571,0.02543443,0.6377056,0.01154453,0.01339767,0.001763853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686821,0.001741763,0.01855743,0.004174313,0.001221512,0.001027173,0.00001381636,0.00001607549,0.004565832],"genre_scores_gemma":[0.9940501,0.00001693579,0.005242744,0.0001424635,0.0001274799,0.00002690756,0.0000132335,0.00002968636,0.0003503797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031187,"threshold_uncertainty_score":0.9979855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538263480595274,"score_gpt":0.3327580349333357,"score_spread":0.3073754001273829,"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."}}