{"id":"W2610554484","doi":"10.1007/s12630-017-0882-4","title":"Development of a Canadian deceased donation education program for health professionals: a needs assessment survey","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; McGill University; Canadian Blood Services; Montreal Children's Hospital; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Blood Services","keywords":"Organ donation; Specialty; Medicine; Tissue Donation; Curriculum; Intensive care unit; Family medicine; Nursing; Health care; Transplantation; Psychology; Intensive care medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002911575,0.0002398161,0.0005630156,0.002914872,0.001363807,0.0002306131,0.0004092522,0.0001652882,0.00009646084],"category_scores_gemma":[0.0003403762,0.0002199476,0.0001757115,0.0004562601,0.0001134812,0.0004116661,0.000002899973,0.0004174282,0.000002154467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950407,"about_ca_system_score_gemma":0.09569083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.12915,"about_ca_topic_score_gemma":0.7864875,"domain_scores_codex":[0.9974035,0.0001443971,0.001133841,0.000164034,0.0005298094,0.0006244074],"domain_scores_gemma":[0.9928104,0.00006521655,0.001599953,0.0002557565,0.002165458,0.003103163],"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":[0.001360813,0.001547568,0.3741036,0.001759804,0.001144837,0.03070518,0.02403184,0.00006028971,0.0002412746,0.004710692,0.03909725,0.5212368],"study_design_scores_gemma":[0.002220838,0.0009743716,0.7537637,0.001020138,0.0001173642,0.1804906,0.001358694,0.00005092546,0.0001568911,0.0000814042,0.05949457,0.0002705243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707142,0.0003115289,0.0001290322,0.02643839,0.0005579105,0.001285771,0.00003511607,0.000007509167,0.0005205151],"genre_scores_gemma":[0.9814477,0.00004058922,0.01717836,0.0003999541,0.0003097145,0.00003476579,0.000165733,0.0000439899,0.0003791907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6573375,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548279627446323,"score_gpt":0.3382103923970816,"score_spread":0.3027275961226183,"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."}}