{"id":"W1976137183","doi":"10.1016/j.burns.2014.01.001","title":"Development of an inter-professional clinical practice guideline for vocational evaluation following severe burn","year":2014,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Guideline; Medicine; Vocational education; Identification (biology); Medical education; Informed consent; Nursing; Psychology; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005025998,0.00009988072,0.0002401467,0.00007794536,0.00007840745,0.000009767155,0.0001003991,0.00008000078,0.0002027023],"category_scores_gemma":[0.002737734,0.00008108882,0.000129489,0.00007659484,0.00002369521,0.0001875609,0.00005398826,0.0001043966,0.00001768552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005209231,"about_ca_system_score_gemma":0.0002690719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002338819,"about_ca_topic_score_gemma":0.000006137789,"domain_scores_codex":[0.9981546,0.0001148934,0.000849736,0.0002179091,0.0005260628,0.0001368111],"domain_scores_gemma":[0.9985366,0.0003694436,0.0002614858,0.0002185427,0.000532338,0.00008152653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001148884,0.001242099,0.01721995,0.0001949155,0.0006356948,0.0000031358,0.001413405,0.00002702297,0.0009333232,0.005735409,0.04508936,0.9263568],"study_design_scores_gemma":[0.005658464,0.0004195216,0.05207862,0.0002185803,0.0005798276,0.000009378261,0.00172034,0.0184436,0.0003704074,0.001187007,0.9191002,0.0002140798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761655,0.00008711596,0.1914884,0.01297596,0.003114474,0.00190324,0.000006040163,0.00008608281,0.01417322],"genre_scores_gemma":[0.6200442,0.000001703449,0.375471,0.002304285,0.0005209401,0.00005698699,0.0003747247,0.00001566524,0.001210531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9261427,"threshold_uncertainty_score":0.3306706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09813484462231473,"score_gpt":0.4727343026670592,"score_spread":0.3745994580447445,"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."}}