{"id":"W2728922132","doi":"","title":"2277- PROFESSIONAL COMPETENCIES FOR ACCOMPANYING CHANGE IN HEALTH DOMAIN","year":2012,"lang":"en","type":"article","venue":"Cuba Salud 2012","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Professional development; Domain (mathematical analysis); Psychology; Pedagogy; Reflective practice; Adaptation (eye); Medical education; Knowledge management; Engineering ethics; Computer science; Political science; Engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006187147,0.0002246836,0.0005878601,0.0001304609,0.001043899,0.000004281974,0.0002126087,0.0004818471,0.0006591562],"category_scores_gemma":[0.0002572177,0.0001806961,0.0001016358,0.0002830986,0.00007551215,0.0005269421,0.0001147874,0.001430466,0.0003106937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441392,"about_ca_system_score_gemma":0.0009893251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006342169,"about_ca_topic_score_gemma":0.0005718089,"domain_scores_codex":[0.9955393,0.001134994,0.0008949006,0.000268565,0.0003407639,0.001821452],"domain_scores_gemma":[0.9972828,0.001336218,0.0003413076,0.000332036,0.0001069796,0.0006006686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129747,0.0006782844,0.4718978,0.00416354,0.0000279331,0.000001440574,0.2862269,3.362534e-7,0.0001655043,0.03883003,0.1767652,0.02113006],"study_design_scores_gemma":[0.001869901,0.00005853187,0.3684157,0.0007827961,0.000005230845,0.000001524042,0.03724167,0.00005002721,0.000002396115,0.0004566515,0.5909303,0.0001852368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348744,0.01025656,0.0007189069,0.03233484,0.01062227,0.006758478,0.00009828166,0.0002599354,0.004076341],"genre_scores_gemma":[0.9454001,0.0002921987,0.007462024,0.03645795,0.006126262,0.00182504,0.0001175807,0.00007135717,0.002247489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4141651,"threshold_uncertainty_score":0.8028933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081216914819765,"score_gpt":0.4933533395813302,"score_spread":0.2852316480993536,"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."}}